#Load libraries

library(RVAideMemoire)
## *** Package RVAideMemoire v 0.9-81-2 ***
library(tidyverse)
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## ✔ lubridate 1.9.2      ✔ tidyr     1.3.0 
## ✔ purrr     1.0.1
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library(ggplot2)
library(readr)
library(openxlsx)
library(dplyr)
library(MuMIn)
library(tidyr)
library(DHARMa)
## This is DHARMa 0.4.6. For overview type '?DHARMa'. For recent changes, type news(package = 'DHARMa')
library(lme4)
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library(glmmTMB)
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## Current Matrix version is 1.5.3
## Please re-install 'TMB' from source using install.packages('TMB', type = 'source') or ask CRAN for a binary version of 'TMB' matching CRAN's 'Matrix' package
library(factoextra)
## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa
library(FactoMineR)
library(corrplot)
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library(sjPlot)
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library(sjlabelled)
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library(sjmisc)
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library(MASS)
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library(AICcmodavg)
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library(car)
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library(openxlsx)
library(dplyr)
library(jtools)
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#Load datasets

midlandsdataMOA <-read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work midlands/Midlands final datasets 36 days/final dataset for species_family richness MOA2 completed_temp_flow.csv")
anglaindataMOA <- read_csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work/FINAL DATASETS 36 days/final anglian dataset MOA complete_flow_temp.csv")
## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
##   dat <- vroom(...)
##   problems(dat)
## Rows: 1862 Columns: 34
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr  (2): SAMPLE_DATE.y, MY.DATE1
## dbl (30): SITE_ID.y, DAY, MONTH, YEAR, distinctfamilies, distinctspp, julian...
## lgl  (2): Fumarate.reductase, gamma.aminobutyric.acid
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
GABA_ACHE_SITE1 <- read_csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work midlands/Midlands final datasets 36 days/53594 ACHE and GABA.csv")
## Rows: 2218 Columns: 18
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (9): sample.samplingPoint.notation, sample.samplingPoint.label, sample.s...
## dbl (9): DAY, YEAR, result, Easting, Northing, Latitude, Longitude, SITE_ID,...
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
#Subset data MOA
midlandsdataMOA$dates <- as.Date(midlandsdataMOA$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdataMOA$SITE_ID<- as.character(midlandsdataMOA$SITE_ID.y) #add site id as character
anglaindataMOA$dates <- as.Date(anglaindataMOA$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindataMOA$SITE_ID<- as.character(anglaindataMOA$SITE_ID.y) #add site id as character
midlandsdata_50020 <- subset(midlandsdataMOA, SITE_ID.y %in% c('50020'))
midlandsdata_50020$dates <- as.Date(midlandsdata_50020$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_50020$SITE_ID<- as.character(midlandsdata_50020$SITE_ID.y) #add site id as character
midlandsdata_53594 <- subset(midlandsdataMOA, SITE_ID.y %in% c('53594'))
midlandsdata_53594$dates <- as.Date(midlandsdata_53594$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_53594$SITE_ID<- as.character(midlandsdata_53594$SITE_ID.y) #add site id as character
midlandsdata_53846 <- subset(midlandsdataMOA, SITE_ID %in% c('53846'))
midlandsdata_53846$dates <- as.Date(midlandsdata_53846$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_53846$SITE_ID<- as.character(midlandsdata_53846$SITE_ID.y) #add site id as character
midlandsdata_47046 <- subset(midlandsdataMOA, SITE_ID %in% c('47046'))
midlandsdata_47046$dates <- as.Date(midlandsdata_47046$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_47046$SITE_ID<- as.character(midlandsdata_47046$SITE_ID.y) #add site id as character
midlandsdata_47138 <- subset(midlandsdataMOA, SITE_ID %in% c('47138'))
midlandsdata_47138$dates <- as.Date(midlandsdata_47138$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_47138$SITE_ID<- as.character(midlandsdata_47138$SITE_ID.y) #add site id as character
midlandsdata_47157 <- subset(midlandsdataMOA, SITE_ID %in% c('47157'))
midlandsdata_47157$dates <- as.Date(midlandsdata_47157$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_47157$SITE_ID<- as.character(midlandsdata_47157$SITE_ID.y) #add site id as character
midlandsdata_47255 <- subset(midlandsdataMOA, SITE_ID %in% c('47255'))
midlandsdata_47255$dates <- as.Date(midlandsdata_47255$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_47255$SITE_ID<- as.character(midlandsdata_47255$SITE_ID.y) #add site id as character
midlandsdata_48226 <- subset(midlandsdataMOA, SITE_ID %in% c('48226'))
midlandsdata_48226$dates <- as.Date(midlandsdata_48226$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_48226$SITE_ID<- as.character(midlandsdata_48226$SITE_ID.y) #add site id as character
midlandsdata_49881 <- subset(midlandsdataMOA, SITE_ID.y %in% c('49881'))
midlandsdata_49881$dates <- as.Date(midlandsdata_49881$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_49881$SITE_ID<- as.character(midlandsdata_49881$SITE_ID.y) #add site id as character
midlandsdata_50031 <- subset(midlandsdataMOA, SITE_ID %in% c('50031'))
midlandsdata_50031$dates <- as.Date(midlandsdata_50031$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_50031$SITE_ID<- as.character(midlandsdata_50031$SITE_ID.y) #add site id as character 
midlandsdata_50139 <- subset(midlandsdataMOA, SITE_ID %in% c('50139'))
midlandsdata_50139$dates <- as.Date(midlandsdata_50139$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_50139$SITE_ID<- as.character(midlandsdata_50139$SITE_ID.y) #add site id as character 
midlandsdata_50257 <- subset(midlandsdataMOA, SITE_ID %in% c('50257'))
midlandsdata_50257$dates <- as.Date(midlandsdata_50257$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_50257$SITE_ID<- as.character(midlandsdata_50257$SITE_ID.y) #add site id as character
midlandsdata_50440 <- subset(midlandsdataMOA, SITE_ID %in% c('50440'))
midlandsdata_50440$dates <- as.Date(midlandsdata_50440$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_50440$SITE_ID<- as.character(midlandsdata_50440$SITE_ID.y) #add site id as character
midlandsdata_51097 <- subset(midlandsdataMOA, SITE_ID %in% c('51097'))
midlandsdata_51097$dates <- as.Date(midlandsdata_51097$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_51097$SITE_ID<- as.character(midlandsdata_51097$SITE_ID.y) #add site id as character
midlandsdata_51357 <- subset(midlandsdataMOA, SITE_ID %in% c('51357'))
midlandsdata_51357$dates <- as.Date(midlandsdata_51357$MY.DATE1, "%m/%d/%Y") #add date as date
midlandsdata_51357$SITE_ID<- as.character(midlandsdata_51357$SITE_ID.y) #add site id as character
anglaindata_55006 <- subset(anglaindataMOA, SITE_ID %in% c('55006'))
anglaindata_55006$dates <- as.Date(anglaindata_55006$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindata_55006$SITE_ID<- as.character(anglaindata_55006$SITE_ID.y) #add site id as character
anglaindata_55088 <- subset(anglaindataMOA, SITE_ID %in% c('55088'))
anglaindata_55088$dates <- as.Date(anglaindata_55088$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindata_55088$SITE_ID<- as.character(anglaindata_55088$SITE_ID.y) #add site id as character
anglaindata_55311 <- subset(anglaindataMOA, SITE_ID %in% c('55311'))
anglaindata_55311$dates <- as.Date(anglaindata_55311$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindata_55311$SITE_ID<- as.character(anglaindata_55311$SITE_ID.y) #add site id as character
anglaindata_55350 <- subset(anglaindataMOA, SITE_ID %in% c('55350'))
anglaindata_55350$dates <- as.Date(anglaindata_55350$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindata_55350$SITE_ID<- as.character(anglaindata_55350$SITE_ID.y) #add site id as character
anglaindata_55436 <- subset(anglaindataMOA, SITE_ID %in% c('55436'))
anglaindata_55436$dates <- as.Date(anglaindata_55436$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindata_55436$SITE_ID<- as.character(anglaindata_55436$SITE_ID.y) #add site id as character
anglaindata_55566 <- subset(anglaindataMOA, SITE_ID %in% c('55566'))
anglaindata_55566$dates <- as.Date(anglaindata_55566$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindata_55566$SITE_ID<- as.character(anglaindata_55566$SITE_ID.y) #add site id as character
anglaindata_55833a <- subset(anglaindataMOA, SITE_ID.y %in% c('55833'))
anglaindata_55833a$dates <- as.Date(anglaindata_55833a$MY.DATE1, "%m/%d/%Y") #add date as date
anglaindata_55833a$SITE_ID<- as.character(anglaindata_55833a$SITE_ID.y) #add site id as character

fam_spp <- read_csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/All families and species.csv")
## Rows: 293759 Columns: 2
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (2): Species, Family
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
GABA_53594_acute <- read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work midlands/Midlands final datasets 36 days/53594 ACHE acute subgroup.csv")
GABA_53594_acute2 <- read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work midlands/Midlands final datasets 36 days/53594 GABA ACUTE FIELD.csv")
GABA_53594_chronic <- read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work midlands/Midlands final datasets 36 days/53594 ACHE chronic subgroup.csv")
GABA_53594_chronic2 <- read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work midlands/Midlands final datasets 36 days/53594 GABA chronic.csv")

#Site 1 - 53594 Testing ACHE and GABA on family richness

##AChE pesticides

##Process data for PCA analysis
pca_data<- subset(midlandsdata_53594, select = c( 5, 10,13, 29, 16,17, 21, 20, 25, 27, 40))
midpca_data_53594_sodium<- subset(pca_data, select = c( 4:11))
pca_data1 <- midpca_data_53594_sodium %>% drop_na() 
pca_dataa <- pca_data %>% drop_na() 

##Run PCA analysis

###Normalised data
midpca_data_53594_all.data_normalized <- scale(pca_data1)
midpca_data_53594_all.pca1 <- prcomp(midpca_data_53594_all.data_normalized, center=TRUE, scale.=TRUE)
fviz_pca_var(midpca_data_53594_all.pca1,axes = c(1, 3))

pcs <- as.data.frame(midpca_data_53594_all.pca1$x)    
###model data
angres.pca <- PCA(midpca_data_53594_all.data_normalized, graph = FALSE)
print(angres.pca)
## **Results for the Principal Component Analysis (PCA)**
## The analysis was performed on 44 individuals, described by 8 variables
## *The results are available in the following objects:
## 
##    name               description                          
## 1  "$eig"             "eigenvalues"                        
## 2  "$var"             "results for the variables"          
## 3  "$var$coord"       "coord. for the variables"           
## 4  "$var$cor"         "correlations variables - dimensions"
## 5  "$var$cos2"        "cos2 for the variables"             
## 6  "$var$contrib"     "contributions of the variables"     
## 7  "$ind"             "results for the individuals"        
## 8  "$ind$coord"       "coord. for the individuals"         
## 9  "$ind$cos2"        "cos2 for the individuals"           
## 10 "$ind$contrib"     "contributions of the individuals"   
## 11 "$call"            "summary statistics"                 
## 12 "$call$centre"     "mean of the variables"              
## 13 "$call$ecart.type" "standard error of the variables"    
## 14 "$call$row.w"      "weights for the individuals"        
## 15 "$call$col.w"      "weights for the variables"
###retrieve data
var <- get_pca_var(angres.pca)
###Correlation plot
fviz_pca_var(angres.pca, col.var = "black")

corrplot(var$cos2, is.corr=FALSE)

#ggsave(P1, file="Contribution table of variables across all PCAs.png")
### Total cos2 of variables on Dim.1 and Dim.2
angplot1pca<- fviz_cos2(angres.pca, choice = "var", axes = 1:2)
### Color by cos2 values: quality on the factor map
angplot2pca<- fviz_pca_var(angres.pca, col.var = "cos2",
                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), 
                           repel = TRUE) # Avoid text overlapping
                           ###Contributions of variables to PCs
                           corrplot(var$contrib, is.corr=FALSE)

                           ### Contributions of variables to PC1
                           angpca1 <- fviz_contrib(angres.pca, choice = "var", axes = 1, top = 10)
                           angpca1a <- angpca1 +theme(axis.text=element_text(size=12),
                                                      axis.title=element_text(size=14,face="bold"))  
                             ggtitle("Contibution of varibales to PC1 AChE") + theme(axis.text.x = element_text(angle = 90, vjust = 0.5,))
## NULL
                           ### Contributions of variables to PC2
                           angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 2, top = 10)
                           angpca2a <- angpca2 +theme(axis.text=element_text(size=12, angle = 90,),
                                                      axis.title=element_text(size=14,face="bold"))  
                             ggtitle("Contibution of varibales to PC2 AChE") + theme(axis.text.x = element_text(angle = 90, vjust = 0.5,))
## NULL
                           ### Contributions of variables to PC3
                           angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 3, top = 10)
                           angpca2a <- angpca2 +theme(axis.text=element_text(size=12, angle = 90,),
                                                      axis.title=element_text(size=14,face="bold")) 
                             ggtitle("Contibution of varibales to PC3 AChE") + theme(axis.text.x = element_text(angle = 90, vjust = 0.5,))
## NULL
                           ###The total contribution to PC1 and PC2 
                           fviz_contrib(angres.pca, choice = "var", axes = 1:2, top = 10)

                           ###highlighting most important values
                           angplot3pca<- fviz_pca_var(angres.pca, col.var = "contrib",
                                                      gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"))
                          
#RUN GLM Analaysis - poisson distribution (count data)

###Process data
PCA_53593_ACHE <- cbind(pca_dataa, pcs) #add PC to dataset       
PCA_53593_ACHE1 <- transform(PCA_53593_ACHE, day_in_year_cs = scale(day_in_year), pc1_cs = scale(PC1), pc2_cs= scale(PC2)) ###transfrom
                           
###Run entire model
PCA_53593_ACHE1_MODEL <- glm(distinct_families ~  PC1 + PC2 + PC3 +  day_in_year + YEAR, family = ("poisson"), data=PCA_53593_ACHE1)
summary(PCA_53593_ACHE1_MODEL) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + PC2 + PC3 + day_in_year + 
##     YEAR, family = ("poisson"), data = PCA_53593_ACHE1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.81066  -0.57766  -0.01416   0.41249   2.04430  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)  
## (Intercept) 24.5794669 26.1155913   0.941   0.3466  
## PC1         -0.0956637  0.0513636  -1.862   0.0625 .
## PC2         -0.0623299  0.0489245  -1.274   0.2027  
## PC3         -0.0649571  0.0368318  -1.764   0.0778 .
## day_in_year -0.0001684  0.0007781  -0.216   0.8287  
## YEAR        -0.0107056  0.0130322  -0.821   0.4114  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 50.515  on 43  degrees of freedom
## Residual deviance: 31.978  on 38  degrees of freedom
## AIC: 261.75
## 
## Number of Fisher Scoring iterations: 4
###Model selection
options(na.action = "na.fail")
dredge1 <- dredge(PCA_53593_ACHE1_MODEL, rank = "AIC")
## Fixed term is "(Intercept)"
#write.table(dredge1, file = "AICc 53593 ACHE.txt", sep = ",")

###Run selected model - after AICc selection (accounting for all 3 PCs = 80% variance)
PCA_53593_ACHE1_MODEL_2 <- glm(distinct_families ~  PC1 + PC2 + PC3 +  YEAR, family = ("poisson"), data=PCA_53593_ACHE1)
summary(PCA_53593_ACHE1_MODEL_2) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + PC2 + PC3 + YEAR, family = ("poisson"), 
##     data = PCA_53593_ACHE1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.84671  -0.58001  -0.03471   0.39564   2.03173  
## 
## Coefficients:
##             Estimate Std. Error z value Pr(>|z|)  
## (Intercept) 23.30096   25.40584   0.917   0.3591  
## PC1         -0.08985    0.04372  -2.055   0.0399 *
## PC2         -0.06863    0.03931  -1.746   0.0808 .
## PC3         -0.06722    0.03535  -1.902   0.0572 .
## YEAR        -0.01008    0.01270  -0.794   0.4270  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 50.515  on 43  degrees of freedom
## Residual deviance: 32.025  on 39  degrees of freedom
## AIC: 259.8
## 
## Number of Fisher Scoring iterations: 4
PCA_53593_ACHE1_MODEL_2 <- glm(distinct_families ~  PC1 +  day_in_year, family = ("poisson"), data=PCA_53593_ACHE1)
summary(PCA_53593_ACHE1_MODEL_2) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + day_in_year, family = ("poisson"), 
##     data = PCA_53593_ACHE1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -2.27992  -0.49276  -0.04958   0.48795   2.34417  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept)  3.2838246  0.0868997  37.789  < 2e-16 ***
## PC1         -0.0754745  0.0197477  -3.822 0.000132 ***
## day_in_year -0.0007775  0.0003982  -1.952 0.050887 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 50.515  on 43  degrees of freedom
## Residual deviance: 35.642  on 41  degrees of freedom
## AIC: 259.42
## 
## Number of Fisher Scoring iterations: 4
summ(PCA_53593_ACHE1_MODEL_2, confint = TRUE, digits = 3)
## MODEL INFO:
## Observations: 44
## Dependent Variable: distinct_families
## Type: Generalized linear model
##   Family: poisson 
##   Link function: log 
## 
## MODEL FIT:
## χ²(2) = 14.873, p = 0.001
## Pseudo-R² (Cragg-Uhler) = 0.287
## Pseudo-R² (McFadden) = 0.055
## AIC = 259.416, BIC = 264.768 
## 
## Standard errors: MLE
## -------------------------------------------------------------
##                       Est.     2.5%    97.5%   z val.       p
## ----------------- -------- -------- -------- -------- -------
## (Intercept)          3.284    3.114    3.454   37.789   0.000
## PC1                 -0.075   -0.114   -0.037   -3.822   0.000
## day_in_year         -0.001   -0.002    0.000   -1.952   0.051
## -------------------------------------------------------------
###test model for overdispersion
testDispersion(PCA_53593_ACHE1_MODEL_2)

## 
##  DHARMa nonparametric dispersion test via sd of residuals fitted vs.
##  simulated
## 
## data:  simulationOutput
## dispersion = 0.84296, p-value = 0.464
## alternative hypothesis: two.sided
simPCA_53593_ACHE1_MODEL_2_Fam<- simulateResiduals(PCA_53593_ACHE1_MODEL_2, refit=T)
testOverdispersion(simPCA_53593_ACHE1_MODEL_2_Fam)
## testOverdispersion is deprecated, switch your code to using the testDispersion function

## 
##  DHARMa nonparametric dispersion test via mean deviance residual fitted
##  vs. simulated-refitted
## 
## data:  simulationOutput
## dispersion = 0.88051, p-value = 0.56
## alternative hypothesis: two.sided
plot(simPCA_53593_ACHE1_MODEL_2_Fam)

##GABA pesticides

##Process data for PCA analysis
pca_data<- subset(midlandsdata_53594, select = c( 5, 10,13, 33, 16,17, 20, 25,27, 40))
midpca_data_53594_sodium<- subset(pca_data, select = c( 4:10))
pca_data1 <- midpca_data_53594_sodium %>% drop_na() 
pca_dataa <- pca_data %>% drop_na() 

##Run PCA analysis

###Normalised data
midpca_data_53594_all.data_normalized <- scale(pca_data1)
midpca_data_53594_all.pca1 <- prcomp(midpca_data_53594_all.data_normalized, center=TRUE, scale.=TRUE)
fviz_pca_var(midpca_data_53594_all.pca1,axes = c(1, 3))

pcs <- as.data.frame(midpca_data_53594_all.pca1$x)    
###model data
angres.pca <- PCA(midpca_data_53594_all.data_normalized, graph = FALSE)
print(angres.pca)
## **Results for the Principal Component Analysis (PCA)**
## The analysis was performed on 61 individuals, described by 7 variables
## *The results are available in the following objects:
## 
##    name               description                          
## 1  "$eig"             "eigenvalues"                        
## 2  "$var"             "results for the variables"          
## 3  "$var$coord"       "coord. for the variables"           
## 4  "$var$cor"         "correlations variables - dimensions"
## 5  "$var$cos2"        "cos2 for the variables"             
## 6  "$var$contrib"     "contributions of the variables"     
## 7  "$ind"             "results for the individuals"        
## 8  "$ind$coord"       "coord. for the individuals"         
## 9  "$ind$cos2"        "cos2 for the individuals"           
## 10 "$ind$contrib"     "contributions of the individuals"   
## 11 "$call"            "summary statistics"                 
## 12 "$call$centre"     "mean of the variables"              
## 13 "$call$ecart.type" "standard error of the variables"    
## 14 "$call$row.w"      "weights for the individuals"        
## 15 "$call$col.w"      "weights for the variables"
###retrieve data
var <- get_pca_var(angres.pca)
###Correlation plot
fviz_pca_var(angres.pca, col.var = "black")

corrplot(var$cos2, is.corr=FALSE)

### Total cos2 of variables on Dim.1 and Dim.2
angplot1pca<- fviz_cos2(angres.pca, choice = "var", axes = 1:2)
### Color by cos2 values: quality on the factor map
angplot2pca<- fviz_pca_var(angres.pca, col.var = "cos2",
                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), 
                           repel = TRUE) # Avoid text overlapping)
                           ###Contributions of variables to PCs
                           corrplot(var$contrib, is.corr=FALSE)  

                           ### Contributions of variables to PC1
                           angpca1 <- fviz_contrib(angres.pca, choice = "var", axes = 1, top = 10)
                           angpca1a <- angpca1 +theme(axis.text=element_text(size=12),
                                                      axis.title=element_text(size=14,face="bold"))  +
                             scale_x_discrete(labels=c("Ammoniacal Nitrogen", "Ammonia",  "pH", "BOD","Orthophosphate", "Temperature", "GABA pesticide")) +
                             ggtitle("Contibution of varibales to PC1") + theme(axis.text.x = element_text(angle = 90, vjust = 0.5,))
                           ### Contributions of variables to PC2
                           angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 2, top = 10)
                           angpca2a <- angpca2 +theme(axis.text=element_text(size=12, angle = 90,),
                                                      axis.title=element_text(size=14,face="bold"))  +
                             scale_x_discrete(labels=c("Orthophosphate", "BOD", "pH","Temperature", "GABA pesticide", "Ammonia", "Ammoniacal Nitrogen")) +
                             ggtitle("Contibution of varibales to PC2") + theme(axis.text.x = element_text(angle = 90, vjust = 0.5,))
                           ### Contributions of variables to PC3
                           angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 3, top = 10)
                           angpca2a <- angpca2 +theme(axis.text=element_text(size=12, angle = 90,),
                                                      axis.title=element_text(size=14,face="bold"))  +
                             scale_x_discrete(labels=c("GABA pesticide", "Temperature", "Ammonia","BOD", "pH", "Orthophosphate", "Ammoniacal Nitrogen")) +
                             ggtitle("Contibution of varibales to PC3") + theme(axis.text.x = element_text(angle = 90, vjust = 0.5,))
                           ###The total contribution to PC1 and PC2 
                           fviz_contrib(angres.pca, choice = "var", axes = 1:2, top = 10)

                           ###highlighting most important values
                           angplot3pca<- fviz_pca_var(angres.pca, col.var = "contrib",
                                                      gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"))
                          
#RUN GLM Analaysis - poisson distribution (count data)

###Process data
PCA_53593_GABA <- cbind(pca_dataa, pcs) #add PC to dataset   
PCA_53593_GABA_1 <- transform(PCA_53593_GABA, day_in_year_cs = scale(day_in_year), pc1_cs = scale(PC1), pc2_cs= scale(PC2)) ###transfrom
                           
###Run entire model
PCA_53593_GABA_1_MODEL <- glm(distinct_families ~  PC1 + PC2 + PC3 +  day_in_year + YEAR, family = ("poisson"), data=PCA_53593_GABA_1)
summary(PCA_53593_GABA_1_MODEL) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + PC2 + PC3 + day_in_year + 
##     YEAR, family = ("poisson"), data = PCA_53593_GABA_1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -2.00631  -0.54638   0.00495   0.43317   1.69553  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -1.436e+01  1.496e+01  -0.960 0.337033    
## PC1         -1.976e-02  3.835e-02  -0.515 0.606373    
## PC2          5.890e-02  4.009e-02   1.469 0.141769    
## PC3         -1.472e-01  4.470e-02  -3.294 0.000987 ***
## day_in_year  1.484e-03  7.024e-04   2.113 0.034564 *  
## YEAR         8.563e-03  7.489e-03   1.143 0.252881    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 82.979  on 60  degrees of freedom
## Residual deviance: 37.187  on 55  degrees of freedom
## AIC: 346.18
## 
## Number of Fisher Scoring iterations: 4
###Model selection
options(na.action = "na.fail")
dredge1 <- dredge(PCA_53593_GABA_1_MODEL, rank = "AIC")
## Fixed term is "(Intercept)"
#write.table(dredge1, file = "AICc 53593 GABA.txt", sep = ",")

###Run selected model - after AICc selection (accounting for all 3 PCs = 80% variance)
PCA_53593_GABA1_MODEL_2 <- glm(distinct_families ~  PC1 + PC2 + PC3 +  day_in_year, family = ("poisson"), data=PCA_53593_GABA_1)
summary(PCA_53593_GABA1_MODEL_2) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + PC2 + PC3 + day_in_year, 
##     family = ("poisson"), data = PCA_53593_GABA_1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.75922  -0.57063   0.04196   0.44365   1.69268  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept)  2.7417052  0.1429148  19.184  < 2e-16 ***
## PC1         -0.0533489  0.0249078  -2.142 0.032205 *  
## PC2          0.0872633  0.0314670   2.773 0.005551 ** 
## PC3         -0.1564510  0.0440091  -3.555 0.000378 ***
## day_in_year  0.0014993  0.0007015   2.137 0.032579 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 82.979  on 60  degrees of freedom
## Residual deviance: 38.501  on 56  degrees of freedom
## AIC: 345.49
## 
## Number of Fisher Scoring iterations: 4
PCA_53593_GABA1_MODEL_2 <- glm(distinct_families ~ PC3 +  day_in_year +YEAR , family = ("poisson"), data=PCA_53593_GABA_1)
summary(PCA_53593_GABA1_MODEL_2) 
## 
## Call:
## glm(formula = distinct_families ~ PC3 + day_in_year + YEAR, family = ("poisson"), 
##     data = PCA_53593_GABA_1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -2.06289  -0.57484  -0.02019   0.50049   1.83393  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -3.044e+01  6.437e+00  -4.730 2.25e-06 ***
## PC3         -1.129e-01  3.327e-02  -3.392 0.000693 ***
## day_in_year  9.502e-04  3.758e-04   2.529 0.011447 *  
## YEAR         1.666e-02  3.221e-03   5.173 2.30e-07 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 82.979  on 60  degrees of freedom
## Residual deviance: 39.404  on 57  degrees of freedom
## AIC: 344.4
## 
## Number of Fisher Scoring iterations: 4
summ(PCA_53593_GABA1_MODEL_2, confint = TRUE, digits = 3)
## MODEL INFO:
## Observations: 61
## Dependent Variable: distinct_families
## Type: Generalized linear model
##   Family: poisson 
##   Link function: log 
## 
## MODEL FIT:
## χ²(3) = 43.575, p = 0.000
## Pseudo-R² (Cragg-Uhler) = 0.511
## Pseudo-R² (McFadden) = 0.115
## AIC = 344.395, BIC = 352.839 
## 
## Standard errors: MLE
## ----------------------------------------------------------------
##                        Est.      2.5%     97.5%   z val.       p
## ----------------- --------- --------- --------- -------- -------
## (Intercept)         -30.442   -43.057   -17.827   -4.730   0.000
## PC3                  -0.113    -0.178    -0.048   -3.392   0.001
## day_in_year           0.001     0.000     0.002    2.529   0.011
## YEAR                  0.017     0.010     0.023    5.173   0.000
## ----------------------------------------------------------------
###test model for overdispersion
testDispersion(PCA_53593_GABA1_MODEL_2)

## 
##  DHARMa nonparametric dispersion test via sd of residuals fitted vs.
##  simulated
## 
## data:  simulationOutput
## dispersion = 0.70737, p-value = 0.112
## alternative hypothesis: two.sided
simPCA_53593_GABA1_MODEL_2_FAM<- simulateResiduals(PCA_53593_GABA1_MODEL_2, refit=T)
testOverdispersion(simPCA_53593_GABA1_MODEL_2_FAM)
## testOverdispersion is deprecated, switch your code to using the testDispersion function

## 
##  DHARMa nonparametric dispersion test via mean deviance residual fitted
##  vs. simulated-refitted
## 
## data:  simulationOutput
## dispersion = 0.68835, p-value = 0.048
## alternative hypothesis: two.sided
plot(simPCA_53593_GABA1_MODEL_2_FAM)

#Site 2 - 50020 ##AChE

##process data
pca_data<- subset(midlandsdata_50020, select = c( 29, 16:17, 19:21, 27))
midpca_data_50020_all <- pca_data %>% drop_na() 

##run PCA analysis
#Normalised data
midpca_data_50020_all.data_normalized <- scale(midpca_data_50020_all)
midpca_data_50020_all.pca1 <- prcomp(midpca_data_50020_all.data_normalized, center=TRUE, scale.=TRUE)
fviz_pca_var(midpca_data_50020_all.pca1,axes = c(1, 3))

pcs <- as.data.frame(midpca_data_50020_all.pca1$x)
#model data
angres.pca <- PCA(midpca_data_50020_all.data_normalized, graph = FALSE)
print(angres.pca)
## **Results for the Principal Component Analysis (PCA)**
## The analysis was performed on 32 individuals, described by 7 variables
## *The results are available in the following objects:
## 
##    name               description                          
## 1  "$eig"             "eigenvalues"                        
## 2  "$var"             "results for the variables"          
## 3  "$var$coord"       "coord. for the variables"           
## 4  "$var$cor"         "correlations variables - dimensions"
## 5  "$var$cos2"        "cos2 for the variables"             
## 6  "$var$contrib"     "contributions of the variables"     
## 7  "$ind"             "results for the individuals"        
## 8  "$ind$coord"       "coord. for the individuals"         
## 9  "$ind$cos2"        "cos2 for the individuals"           
## 10 "$ind$contrib"     "contributions of the individuals"   
## 11 "$call"            "summary statistics"                 
## 12 "$call$centre"     "mean of the variables"              
## 13 "$call$ecart.type" "standard error of the variables"    
## 14 "$call$row.w"      "weights for the individuals"        
## 15 "$call$col.w"      "weights for the variables"
#retrieve data
var <- get_pca_var(angres.pca)
###Correlation plot
fviz_pca_var(angres.pca, col.var = "black")

corrplot(var$cos2, is.corr=FALSE)

### Total cos2 of variables on Dim.1 and Dim.2
angplot1pca<- fviz_cos2(angres.pca, choice = "var", axes = 1:2)
### Color by cos2 values: quality on the factor map
angplot2pca<- fviz_pca_var(angres.pca, col.var = "cos2",
                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), 
                           repel = TRUE) # Avoid text overlapping)
###Contributions of variables to PCs
corrplot(var$contrib, is.corr=FALSE)  

### Contributions of variables to PC1
angpca1 <- fviz_contrib(angres.pca, choice = "var", axes = 1, top = 10)
### Contributions of variables to PC2
angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 2, top = 10)

angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 3, top = 10)

angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 4, top = 10)

###The total contribution to PC1 and PC2 
fviz_contrib(angres.pca, choice = "var", axes = 1:2, top = 10)

###highlighting most important values
angplot3pca<- fviz_pca_var(angres.pca, col.var = "contrib",
                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"))

##PCA model for test
pca_data<- subset(midlandsdata_50020, select = c(5, 10,13, 29, 16:17, 19:21, 27, 28, 39, 40,41,42))
pca_data1 <- pca_data %>% drop_na()
pca_data_3<- subset(pca_data1, select = c(1,2,3, 11, 14, 15))
PCA_50020_all <- cbind(pca_data_3, pcs)
p1<- ggplot(pca_data1, aes(x = AChE, y = distinct_families)) +geom_point() +geom_smooth(method = "lm", se= FALSE)

###Scale other variables
datmidland_50020_ACHE_CS <- transform(PCA_50020_all, dates_cs=scale(dates), day_in_year_cs = scale(day_in_year))

###run modeL ENTIRE
datmidland_50020_ACHE_all_fam <- glm(distinct_families ~  PC1 + PC2 + PC3 +  day_in_year_cs + YEAR, family =("poisson"), data=datmidland_50020_ACHE_CS)
summary(datmidland_50020_ACHE_all_fam) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + PC2 + PC3 + day_in_year_cs + 
##     YEAR, family = ("poisson"), data = datmidland_50020_ACHE_CS)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.47039  -0.35205   0.05484   0.48469   1.28138  
## 
## Coefficients:
##                  Estimate Std. Error z value Pr(>|z|)
## (Intercept)    -17.007952  23.035918  -0.738    0.460
## PC1             -0.031881   0.028567  -1.116    0.264
## PC2              0.009540   0.040165   0.238    0.812
## PC3              0.005525   0.039403   0.140    0.888
## day_in_year_cs   0.043827   0.049990   0.877    0.381
## YEAR             0.010200   0.011533   0.884    0.376
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 19.504  on 31  degrees of freedom
## Residual deviance: 14.076  on 26  degrees of freedom
## AIC: 192.49
## 
## Number of Fisher Scoring iterations: 4
###Model selection
options(na.action = "na.fail")
dredge1 <- dredge(datmidland_50020_ACHE_all_fam, rank = "AIC")
## Fixed term is "(Intercept)"
#write.table(dredge1, file = "AICc 53593 GABA.txt", sep = ",")

datmidland_50020_ACHE_all_fam <- glm(distinct_families ~ YEAR, family =("poisson"), data=datmidland_50020_ACHE_CS)
summary(datmidland_50020_ACHE_all_fam) 
## 
## Call:
## glm(formula = distinct_families ~ YEAR, family = ("poisson"), 
##     data = datmidland_50020_ACHE_CS)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.47783  -0.54053  -0.08047   0.62349   1.20708  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)  
## (Intercept) -26.567682  16.551542  -1.605   0.1085  
## YEAR          0.014987   0.008286   1.809   0.0705 .
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 19.504  on 31  degrees of freedom
## Residual deviance: 16.226  on 30  degrees of freedom
## AIC: 186.64
## 
## Number of Fisher Scoring iterations: 4
#Null model better than PCA (80%)

##GABA

##process data
pca_data<- subset(midlandsdata_50020, select = c( 33, 16:17, 19:21, 27))
midpca_data_50020_all <- pca_data %>% drop_na() 

##run PCA analysis
#Normalised data
midpca_data_50020_all.data_normalized <- scale(midpca_data_50020_all)
midpca_data_50020_all.pca1 <- prcomp(midpca_data_50020_all.data_normalized, center=TRUE, scale.=TRUE)
fviz_pca_var(midpca_data_50020_all.pca1,axes = c(1, 3))

pcs <- as.data.frame(midpca_data_50020_all.pca1$x)
#model data
angres.pca <- PCA(midpca_data_50020_all.data_normalized, graph = FALSE)
print(angres.pca)
## **Results for the Principal Component Analysis (PCA)**
## The analysis was performed on 31 individuals, described by 7 variables
## *The results are available in the following objects:
## 
##    name               description                          
## 1  "$eig"             "eigenvalues"                        
## 2  "$var"             "results for the variables"          
## 3  "$var$coord"       "coord. for the variables"           
## 4  "$var$cor"         "correlations variables - dimensions"
## 5  "$var$cos2"        "cos2 for the variables"             
## 6  "$var$contrib"     "contributions of the variables"     
## 7  "$ind"             "results for the individuals"        
## 8  "$ind$coord"       "coord. for the individuals"         
## 9  "$ind$cos2"        "cos2 for the individuals"           
## 10 "$ind$contrib"     "contributions of the individuals"   
## 11 "$call"            "summary statistics"                 
## 12 "$call$centre"     "mean of the variables"              
## 13 "$call$ecart.type" "standard error of the variables"    
## 14 "$call$row.w"      "weights for the individuals"        
## 15 "$call$col.w"      "weights for the variables"
#retrieve data
var <- get_pca_var(angres.pca)
###Correlation plot
fviz_pca_var(angres.pca, col.var = "black")

corrplot(var$cos2, is.corr=FALSE)

### Total cos2 of variables on Dim.1 and Dim.2
angplot1pca<- fviz_cos2(angres.pca, choice = "var", axes = 1:2)
### Color by cos2 values: quality on the factor map
angplot2pca<- fviz_pca_var(angres.pca, col.var = "cos2",
                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), 
                           repel = TRUE) # Avoid text overlapping)
###Contributions of variables to PCs
corrplot(var$contrib, is.corr=FALSE)  

### Contributions of variables to PC1
angpca1 <- fviz_contrib(angres.pca, choice = "var", axes = 1, top = 10)
### Contributions of variables to PC2
angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 2, top = 10)

angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 3, top = 10)

angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 4, top = 10)

###The total contribution to PC1 and PC2 
fviz_contrib(angres.pca, choice = "var", axes = 1:2, top = 10)

###highlighting most important values
angplot3pca<- fviz_pca_var(angres.pca, col.var = "contrib",
                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"))

##PCA model for test
pca_data<- subset(midlandsdata_50020, select = c(5, 10,13, 33, 16:17, 19:21, 27, 28, 39, 40,41,42))
pca_data1 <- pca_data %>% drop_na()
pca_data_3<- subset(pca_data1, select = c(1,2,3, 11, 14, 15))
PCA_50020_all <- cbind(pca_data_3, pcs)

###Scale other variables
datmidland_50020_GABA_CS <- transform(PCA_50020_all, dates_cs=scale(dates), day_in_year_cs = scale(day_in_year))

###run modeL ENTIRE
datmidland_50020_GABA_all_fam <- glm(distinct_families ~  PC1 + PC2 + PC3 +  day_in_year_cs + YEAR, family =("poisson"), data=datmidland_50020_GABA_CS)
summary(datmidland_50020_GABA_all_fam) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + PC2 + PC3 + day_in_year_cs + 
##     YEAR, family = ("poisson"), data = datmidland_50020_GABA_CS)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.36843  -0.43112   0.01903   0.45178   1.42915  
## 
## Coefficients:
##                  Estimate Std. Error z value Pr(>|z|)
## (Intercept)    -16.779409  19.343837  -0.867    0.386
## PC1              0.025871   0.027827   0.930    0.353
## PC2              0.014030   0.035941   0.390    0.696
## PC3             -0.020253   0.037903  -0.534    0.593
## day_in_year_cs   0.034971   0.051348   0.681    0.496
## YEAR             0.010082   0.009684   1.041    0.298
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 18.660  on 30  degrees of freedom
## Residual deviance: 12.959  on 25  degrees of freedom
## AIC: 186
## 
## Number of Fisher Scoring iterations: 4
###Model selection
options(na.action = "na.fail")
dredge1 <- dredge(datmidland_50020_GABA_all_fam, rank = "AIC")
## Fixed term is "(Intercept)"
#write.table(dredge1, file = "AICc 53593 GABA.txt", sep = ",")
datmidland_50020_GABA_all_fam <- glm(distinct_families ~ YEAR, family =("poisson"), data=datmidland_50020_GABA_CS)
summary(datmidland_50020_GABA_all_fam) 
## 
## Call:
## glm(formula = distinct_families ~ YEAR, family = ("poisson"), 
##     data = datmidland_50020_GABA_CS)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.46583  -0.51081  -0.07504   0.53518   1.24092  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)  
## (Intercept) -27.846411  16.649391  -1.673   0.0944 .
## YEAR          0.015623   0.008335   1.875   0.0609 .
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 18.660  on 30  degrees of freedom
## Residual deviance: 15.135  on 29  degrees of freedom
## AIC: 180.18
## 
## Number of Fisher Scoring iterations: 4
#Null model better than PCA (80%)

#Site 3 - 53846 ##GABA

###processing data
pca_data<- subset(midlandsdata_53846, select = c(5, 10, 13, 17, 20, 21, 27,33, 40, 28, 41,42))
midlandsdata_53846_GABA <- pca_data %>% drop_na() 
midlandsdata_53846_GABA1<- subset(midlandsdata_53846_GABA, select = c( 4:9))

midlandsdata_53846_GABA1A<- subset(midlandsdata_53846_GABA, select = c( 3:9))

###running PCA
###Normalised data
midlandsdata_53846_GABA.data_normalized <- scale(midlandsdata_53846_GABA1)
midlandsdata_53846_GABA.pca1 <- prcomp(midlandsdata_53846_GABA.data_normalized, center=TRUE, scale.=TRUE)
fviz_pca_var(midlandsdata_53846_GABA.pca1,axes = c(1, 3))

pcs <- as.data.frame(midlandsdata_53846_GABA.pca1$x)    

###model data
angres.pca <- PCA(midlandsdata_53846_GABA.data_normalized, graph = FALSE)
print(angres.pca)
## **Results for the Principal Component Analysis (PCA)**
## The analysis was performed on 35 individuals, described by 6 variables
## *The results are available in the following objects:
## 
##    name               description                          
## 1  "$eig"             "eigenvalues"                        
## 2  "$var"             "results for the variables"          
## 3  "$var$coord"       "coord. for the variables"           
## 4  "$var$cor"         "correlations variables - dimensions"
## 5  "$var$cos2"        "cos2 for the variables"             
## 6  "$var$contrib"     "contributions of the variables"     
## 7  "$ind"             "results for the individuals"        
## 8  "$ind$coord"       "coord. for the individuals"         
## 9  "$ind$cos2"        "cos2 for the individuals"           
## 10 "$ind$contrib"     "contributions of the individuals"   
## 11 "$call"            "summary statistics"                 
## 12 "$call$centre"     "mean of the variables"              
## 13 "$call$ecart.type" "standard error of the variables"    
## 14 "$call$row.w"      "weights for the individuals"        
## 15 "$call$col.w"      "weights for the variables"
###retrieve data
var <- get_pca_var(angres.pca)
###Correlation plot
fviz_pca_var(angres.pca, col.var = "black")

corrplot(var$cos2, is.corr=FALSE)

### Total cos2 of variables on Dim.1 and Dim.2
angplot1pca<- fviz_cos2(angres.pca, choice = "var", axes = 1:2)
### Color by cos2 values: quality on the factor map
angplot2pca<- fviz_pca_var(angres.pca, col.var = "cos2",
                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), 
                           repel = TRUE) # Avoid text overlapping)
                           ### Contributions of variables to PCs
                           corrplot(var$contrib, is.corr=FALSE)  

                           ### Contributions of variables to PC1
                           angpca1 <- fviz_contrib(angres.pca, choice = "var", axes = 1, top = 10)
                           angpca1a <- angpca1 +theme(axis.text=element_text(size=12),
                                          axis.title=element_text(size=14,face="bold"))  +
                             scale_x_discrete(labels=c("Temperature", "Ammonical Nitrogen",  "Dissolved Oxygen", "GABA Pesticide","Ammonia", "pH")) +
                             ggtitle("Contibution of varibales to PC1") 
                           ### Contributions of variables to PC2
                           angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 2, top = 10)
                           angpca2a<- angpca2 +theme(axis.text=element_text(size=12),
                                          axis.title=element_text(size=14,face="bold"))  +
                             scale_x_discrete(labels=c("Ammonia", "pH",  "Dissolved Oxygen", "GABA Pesticide","Temperature", "Ammonical Nitrogen")) +
                             ggtitle("Contibution of varibales to PC2") 

                           ### Contributions of variables to PC3
                           angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 3, top = 10)
                           angpca2a<- angpca2 +theme(axis.text=element_text(size=12),
                                          axis.title=element_text(size=14,face="bold"))  +
                             scale_x_discrete(labels=c("pH", "Ammonial Nitrogen", "GABA Pesticide", "Dissolved Oxygen", "Temperature", "Ammonia")) +
                             ggtitle("Contibution of varibales to PC3") 
                           ### The total contribution to PC1 and PC2 
                           fviz_contrib(angres.pca, choice = "var", axes = 1:2, top = 10)

                           ### highlighting most important values
                           angplot3pca<- fviz_pca_var(angres.pca, col.var = "contrib",
                                                      gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"))

                           ### PCA model for test
                           
                           PCA_53593_GABA <- cbind(midlandsdata_53846_GABA, pcs)       
                           
                           
                           midlandsdata_53846_GABA_1 <- transform(PCA_53593_GABA,  dates_cs=scale(dates), day_in_year_cs = scale(day_in_year), pc1_cs = scale(PC1), pc2_cs= scale(PC2))
                           
                           #run modeL ENITRE MODEL
                           midlandsdata_53846_GABA_fam <- glm(distinct_families ~  PC1 + PC2 +PC3 + day_in_year_cs +YEAR, family=("poisson"),data=midlandsdata_53846_GABA_1)
                           summary(midlandsdata_53846_GABA_fam) 
## 
## Call:
## glm(formula = distinct_families ~ PC1 + PC2 + PC3 + day_in_year_cs + 
##     YEAR, family = ("poisson"), data = midlandsdata_53846_GABA_1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.53747  -0.38381   0.06505   0.30619   1.20429  
## 
## Coefficients:
##                  Estimate Std. Error z value Pr(>|z|)  
## (Intercept)    -40.554620  17.863614  -2.270   0.0232 *
## PC1              0.045000   0.063246   0.712   0.4768  
## PC2             -0.036353   0.053235  -0.683   0.4947  
## PC3             -0.034701   0.057832  -0.600   0.5485  
## day_in_year_cs   0.031944   0.092549   0.345   0.7300  
## YEAR             0.021660   0.008919   2.429   0.0152 *
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 27.139  on 34  degrees of freedom
## Residual deviance: 11.625  on 29  degrees of freedom
## AIC: 186.6
## 
## Number of Fisher Scoring iterations: 4
                           ###Model selection
options(na.action = "na.fail")
dredge1 <- dredge(midlandsdata_53846_GABA_fam, rank = "AIC")
## Fixed term is "(Intercept)"
#write.table(dredge1, file = "AICc 53593 GABA.txt", sep = ",")

###run modeL 
 midlandsdata_53846_GABA_fam <- glm(distinct_families ~ YEAR, family=("poisson"),data=midlandsdata_53846_GABA_1)
                           summary(midlandsdata_53846_GABA_fam) 
## 
## Call:
## glm(formula = distinct_families ~ YEAR, family = ("poisson"), 
##     data = midlandsdata_53846_GABA_1)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.71953  -0.29833   0.05998   0.34088   1.27514  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -27.823486   8.306378  -3.350 0.000809 ***
## YEAR          0.015303   0.004145   3.692 0.000223 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for poisson family taken to be 1)
## 
##     Null deviance: 27.139  on 34  degrees of freedom
## Residual deviance: 13.498  on 33  degrees of freedom
## AIC: 180.48
## 
## Number of Fisher Scoring iterations: 4
#NO PC important

#Site 4 - 55006 ##NA NOT ANY OTHER CHEMICAL INFO ##GABA

#Processing
 #subset data and reomve NAs
                          # pca_data<- subset(anglaindata_55006, select = c( 6,7,10, 13, 16, 17, 21, 22, 24, 25,29, 35, 36))
                           #angliandata_55006A <- pca_data %>% drop_na() 
                           #pca_data1<- subset(angliandata_55006A, select = c( 4:11))
                           
                          
                           #Normalised data
                           #midlandsdata_47046_GABA.data_normalized <- scale(pca_data1)
                           #midlandsdata_47046_GABA.pca1 <- prcomp(midlandsdata_47046_GABA.data_normalized, center=TRUE, scale.=TRUE)
                           #fviz_pca_var(midlandsdata_47046_GABA.pca1,axes = c(1, 2))
                           #pcs <- as.data.frame(midlandsdata_47046_GABA.pca1$x) 
                           
                        
                           #model data
                           #angres.pca <- PCA(midlandsdata_47046_GABA.data_normalized, graph = FALSE)
                           #print(angres.pca)
                           
                           
                           #retrieve data
                           #var <- get_pca_var(angres.pca)
                           
                           #Correlation plot
                           #fviz_pca_var(angres.pca, col.var = "black")
                           #corrplot(var$cos2, is.corr=FALSE)
                           
                           # Total cos2 of variables on Dim.1 and Dim.2
                           #angplot1pca<- fviz_cos2(angres.pca, choice = "var", axes = 1:2)
                           
                           # Color by cos2 values: quality on the factor map
                           #angplot2pca<- fviz_pca_var(angres.pca, col.var = "cos2",
                           #                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), 
                           #                           repel = TRUE # Avoid text overlapping
                           #)
                           
                           #Contributions of variables to PCs
                           #corrplot(var$contrib, is.corr=FALSE)  
                           
                           # Contributions of variables to PC1
                           # angpca1 <- fviz_contrib(angres.pca, choice = "var", axes = 1, top = 10)

                           # Contributions of variables to PC2
                           #angpca2 <- fviz_contrib(angres.pca, choice = "var", axes = 2, top = 10)

                           #The total contribution to PC1 and PC2 
                           #fviz_contrib(angres.pca, choice = "var", axes = 1:2, top = 10)
                           
                           #highlighting most important values
                           #angplot3pca<- fviz_pca_var(angres.pca, col.var = "contrib",
                           #                           gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"))

#All Family and Species

###remove duplicates
 
 fam_spp1<-  fam_spp[!duplicated(fam_spp$Species ),]

###Extract 
write.xlsx(fam_spp1, file = "All family and species no duplicates.xlsx")

#Plots for Lab vs field

#FOR AChE 53594 CHRONIC
 #FOR GABA_53594
 p1 <- ggplot(GABA_53594_chronic, aes(x = chemical_mean, y = Source, colour = Endpoint)) + 
   geom_point( position = position_jitterdodge(), alpha=1, size = 1.3) +   
   scale_x_continuous(trans='log10') +theme_bw() + facet_wrap(~Family, ncol=4) +  
   scale_y_discrete(limits = c("Field", "Azinphos-methly", "Azinphos-ethyl","Chlorfenvinphos", "Coumaphos", "Carbophenothion", "Demeton-S-methyl" ,"Diazinon","Dichlorvos","Dimethoate", "Fenitrothion", "Fenthion", "Malathion","Mevinphos", "Omethoate" ,"Parathion-ethyl", "Parathion-methyl", "Propetamphos", "Triazophos")) +xlab("Chemical concentration (\u00B5g/l)") + ylab("Chemcial source") + theme(text = element_text(size = 20))  + 
   geom_vline(xintercept = 0.72, color = "red", linewidth=0.5) + 
   theme(axis.text.x = element_text(angle = 90, vjust = 0.5)) + 
   geom_segment(aes(x =0.0, y = "Triazophos", xend = 0.01, yend = "Triazophos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Propetamphos", xend = 0.3 , yend = "Propetamphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Parathion-methyl", xend = 0.015, yend = "Parathion-methyl"), color = "black", linewidth = 0.5) +
 geom_segment(aes(x =0.0, y = "Parathion-ethyl", xend = 0.01, yend = "Parathion-ethyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Omethoate", xend = 0.01, yend = "Omethoate"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Mevinphos", xend = 0.025 , yend = "Mevinphos"), color = "black", linewidth = 0.5) +
 geom_segment(aes(x =0.0, y = "Malathion", xend = 0.02, yend = "Malathion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Fenthion", xend = 0.02 , yend = "Fenthion"), color = "black", linewidth = 0.5) +
 geom_segment(aes(x =0.0, y = "Fenitrothion", xend = 0.02, yend = "Fenitrothion"), color = "black", linewidth = 0.5) +
 geom_segment(aes(x =0.0, y = "Dimethoate", xend = 0.01, yend = "Dimethoate"), color = "black", linewidth = 0.5) +
 geom_segment(aes(x =0.0, y = "Diazinon", xend = 0.16, yend = "Diazinon"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Dichlorvos", xend = 0.05, yend = "Dichlorvos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Demeton-S-methyl", xend = 0.01, yend = "Demeton-S-methyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Carbophenothion", xend = 0.01, yend = "Carbophenothion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Coumaphos", xend = 0.01, yend = "Coumaphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Chlorfenvinphos", xend = 0.11 , yend = "Chlorfenvinphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Azinphos-ethyl", xend = 0.05, yend = "Azinphos-ethyl"), color = "black", linewidth = 0.5) +
 geom_segment(aes(x =0.0, y = "Azinphos-methly", xend = 0.05, yend = "Azinphos-methly"), color = "black", linewidth = 0.5)
 p1
## Warning: Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
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## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis

 ggsave(p1, file = "53594 Family ACHE subgroup v2 receptor chronic boxplot.png", height = 6, width = 12)
## Warning: Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
 #FOR AChE 53594 Acute
 #FOR GABA_53594
 p1 <- ggplot(GABA_53594_acute, aes(x = chemical_mean, y = Source, colour = Endpoint)) + 
   geom_point(position = position_jitterdodge(), alpha=1, size = 1.3) + 
   scale_x_continuous(trans='log10') +theme_bw() + 
   facet_wrap(~Family, ncol =4) +  
   scale_y_discrete(limits = c("Field", "Azinphos-methly", "Azinphos-ethyl","Chlorfenvinphos", "Coumaphos", "Carbophenothion", "Demeton-S-methyl" ,"Diazinon","Dichlorvos","Dimethoate", "Fenitrothion", "Fenthion", "Malathion","Mevinphos", "Omethoate" ,"Parathion-ethyl", "Parathion-methyl", "Propetamphos", "Triazophos"))  +xlab("Chemical concentration (\u00B5g/l)") + 
   ylab("Chemcial source")+ theme(text = element_text(size = 20))    + 
   theme(axis.text.x = element_text(angle = 90, vjust = 0.5)) + 
   geom_vline(xintercept = 0.72, color = "red", linewidth=0.5) + 
   geom_segment(aes(x =0.0, y = "Triazophos", xend = 0.01, yend = "Triazophos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Propetamphos", xend = 0.3 , yend = "Propetamphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Parathion-methyl", xend = 0.015, yend = "Parathion-methyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Parathion-ethyl", xend = 0.01, yend = "Parathion-ethyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Omethoate", xend = 0.01, yend = "Omethoate"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Mevinphos", xend = 0.025 , yend = "Mevinphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Malathion", xend = 0.02, yend = "Malathion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Fenthion", xend = 0.02 , yend = "Fenthion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Fenitrothion", xend = 0.02, yend = "Fenitrothion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Dimethoate", xend = 0.01, yend = "Dimethoate"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Diazinon", xend = 0.16, yend = "Diazinon"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Dichlorvos", xend = 0.05, yend = "Dichlorvos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Demeton-S-methyl", xend = 0.01, yend = "Demeton-S-methyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Carbophenothion", xend = 0.01, yend = "Carbophenothion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Coumaphos", xend = 0.01, yend = "Coumaphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Chlorfenvinphos", xend = 0.11 , yend = "Chlorfenvinphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Azinphos-ethyl", xend = 0.05, yend = "Azinphos-ethyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Azinphos-methly", xend = 0.05, yend = "Azinphos-methly"), color = "black", linewidth = 0.5)
   
 p1  
## Warning: Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
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## Warning: Removed 8 rows containing missing values (`geom_point()`).

 #ggsave(p1, file = "53594 Family ACHE subgroup v2 receptor acute boxplot.png", height = 10, width = 12)
 
 
 
  #FOR GABA 53594 Acute
 #FOR GABA_53594 CHRONIC
 p1 <- ggplot(GABA_53594_acute2, aes(x = GABA_receptor, y = Source, colour = Endpoint)) + 
   geom_point(position = position_jitterdodge(), alpha=1, size = 1.3) + 
   scale_x_continuous(trans='log10') +theme_bw() + 
   facet_wrap(~Family, ncol =4) +  
   scale_y_discrete(limits = c("Field", "Aldrin", "Dieldrin","Endrin", "Heptachlor", "Lindane"))  + xlab("Chemical concentration (\u00B5g/l)") + 
   ylab("Chemcial source")+ theme(text = element_text(size = 20))    + 
   theme(axis.text.x = element_text(angle = 90, vjust = 0.5)) + 
   geom_vline(xintercept = 0.0476, color = "red", linewidth=0.5) +
  #ggsave(p1, file = "53594 Family GABA receptor acute boxplot.png", height = 20, width = 12)+ 
   geom_segment(aes(x =0.0, y = "Triazophos", xend = 0.01, yend = "Triazophos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Propetamphos", xend = 0.3 , yend = "Propetamphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Parathion-methyl", xend = 0.015, yend = "Parathion-methyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Parathion-ethyl", xend = 0.01, yend = "Parathion-ethyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Omethoate", xend = 0.01, yend = "Omethoate"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Mevinphos", xend = 0.025 , yend = "Mevinphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Malathion", xend = 0.02, yend = "Malathion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Fenthion", xend = 0.02 , yend = "Fenthion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Fenitrothion", xend = 0.02, yend = "Fenitrothion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Dimethoate", xend = 0.01, yend = "Dimethoate"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Diazinon", xend = 0.16, yend = "Diazinon"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Dichlorvos", xend = 0.05, yend = "Dichlorvos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Demeton-S-methyl", xend = 0.01, yend = "Demeton-S-methyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Carbophenothion", xend = 0.01, yend = "Carbophenothion"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Coumaphos", xend = 0.01, yend = "Coumaphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Chlorfenvinphos", xend = 0.11 , yend = "Chlorfenvinphos"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Azinphos-ethyl", xend = 0.05, yend = "Azinphos-ethyl"), color = "black", linewidth = 0.5) +
   geom_segment(aes(x =0.0, y = "Azinphos-methly", xend = 0.05, yend = "Azinphos-methly"), color = "black", linewidth = 0.5)
   
 p1  
## Warning: Transformation introduced infinite values in continuous x-axis
## Warning: Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Transformation introduced infinite values in continuous x-axis
## Warning: Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).
## Removed 1522 rows containing missing values (`geom_segment()`).

# ggsave(p1, file = "53594 Family ACHE subgroup v2 receptor acute boxplot.png", height = 10, width = 12)

#Identifying highest concentrations of chemicals per site

##Load dataset
Angliandata <-read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work/Final datasets for analysis/Final datasets for mergance/all chemical data 16_01_23_overlap_sites.csv")
Midlanddata <-read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/ALL Midlands data for merging/Midlands chem final overlap data.csv")


#Anglia
data_new2<- Angliandata %>%
  group_by(determinand.definition, SITE_ID, MOA, Longitude, Latitude) %>%
  summarise(max = max(result, na.rm=TRUE))
## `summarise()` has grouped output by 'determinand.definition', 'SITE_ID', 'MOA',
## 'Longitude'. You can override using the `.groups` argument.
#write.table(data_new2, file='Maximum concentrations for chemicals at sites in Anglia.txt', sep=',')

#Midlands
data_new3<- Midlanddata %>%
  group_by(determinand.definition, SITE_ID, MOA, Longitude, Latitude) %>%
  summarise(max = max(result, na.rm=TRUE))
## `summarise()` has grouped output by 'determinand.definition', 'SITE_ID', 'MOA',
## 'Longitude'. You can override using the `.groups` argument.
#write.table(data_new3, file='Maximum concentrations for chemicals at sites in Midlands.txt', sep=',')

#Identifying highest concentrations of chemicals per site over time (per year)

##Load dataset
Angliandata <-read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work/Final datasets for analysis/Final datasets for mergance/all chemical data 16_01_23_overlap_sites.csv")
Midlanddata <-read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/ALL Midlands data for merging/Midlands chem final overlap data.csv")

total_data <- read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Andrew data analysis extra/all chemical data 12_07_23.csv")
      data_subset_AChE <- total_data[total_data$MOA %in% c('AChE inhibition'),]
      data_subset_GABA <- total_data[total_data$MOA %in% c('GABA receptor'),]

#All data - mean conc per year
      #GABA
        data_subset_GABA_conc <- data_subset_GABA %>%
        group_by(YEAR) %>%
        summarise(mean = mean(result, na.rm=TRUE))
    
      #AChE
        data_subset_AChE_conc <- data_subset_AChE %>%
        group_by(YEAR) %>%
        summarise(mean = mean(result, na.rm=TRUE))  
        
  
#All data - max conc per year
      #GABA
        data_subset_GABA_conc_max <- data_subset_GABA %>%
        group_by(YEAR) %>%
        summarise(max = max(result, na.rm=TRUE))
    
      #AChE
        data_subset_AChE_conc_max <- data_subset_AChE %>%
        group_by(YEAR) %>%
        summarise(max = max(result, na.rm=TRUE))  


##PLOTS
      
      #GABA
        GABA_mean <- ggplot(data_subset_GABA_conc, aes(x = YEAR, y = mean)) +  
          geom_bar(stat="identity", fill="steelblue")+
          theme_minimal() +ylab("Mean concentration (µg/l)") +xlab("Year") +
          theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5),
          axis.title.x = element_text(vjust = -1.5))
                
        GABA_max <- ggplot(data_subset_GABA_conc_max, aes(x = YEAR, y = max)) +  
        geom_bar(stat="identity", fill="steelblue")+
          theme_minimal() +ylab("Max concentration (µg/l)") +xlab("Year") +
          theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5),
          axis.title.x = element_text(vjust = -1.5))

      #ACHE
        ACHE_mean <- ggplot(data_subset_AChE_conc, aes(x = YEAR, y = mean)) +  
        geom_bar(stat="identity", fill="steelblue")+
          theme_minimal() +ylab("Mean concentration (µg/l)") +xlab("Year") +
          theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5),
          axis.title.x = element_text(vjust = -1.5))
        
        ACHE_max <- ggplot(data_subset_AChE_conc_max, aes(x = YEAR, y = max)) +  
        geom_bar(stat="identity", fill="steelblue")+
          theme_minimal() +ylab("Max concentration (µg/l)") +xlab("Year")  +
          theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5),
          axis.title.x = element_text(vjust = -1.5))
        
        
        
#ARABLE PERCENTAGE VS PESTICIDE CONC
        
        
         #All data - mean conc per year
      
      #ALL
        total_data_arable_conc <- total_data %>%
        group_by(SITE_ID, arable_perc) %>%
        summarise(mean = mean(result, na.rm=TRUE))
## `summarise()` has grouped output by 'SITE_ID'. You can override using the
## `.groups` argument.
        total_data_arable_conc_max <- total_data %>%
        group_by(SITE_ID, arable_perc) %>%
        summarise(max = max(result, na.rm=TRUE))
## `summarise()` has grouped output by 'SITE_ID'. You can override using the
## `.groups` argument.
      #GABA
        data_GABA_arable_conc <- data_subset_GABA %>%
        group_by(SITE_ID, arable_perc) %>%
        summarise(mean = mean(result, na.rm=TRUE))
## `summarise()` has grouped output by 'SITE_ID'. You can override using the
## `.groups` argument.
      #AChE
        data_ACHE_arable_conc <- data_subset_AChE %>%
        group_by(SITE_ID, arable_perc) %>%
        summarise(mean = mean(result, na.rm=TRUE)) 
## `summarise()` has grouped output by 'SITE_ID'. You can override using the
## `.groups` argument.
        #All data - max conc per year
      #GABA
        data_GABA_arable_conc_max <- data_subset_GABA %>%
        group_by(SITE_ID, arable_perc) %>%
        summarise(max = max(result, na.rm=TRUE))
## `summarise()` has grouped output by 'SITE_ID'. You can override using the
## `.groups` argument.
      #AChE
        data_ACHE_arable_conc_max <- data_subset_AChE %>%
        group_by(SITE_ID, arable_perc) %>%
        summarise(max = max(result, na.rm=TRUE))  
## `summarise()` has grouped output by 'SITE_ID'. You can override using the
## `.groups` argument.
  #plot
        geom_smooth(method = "lm", se = FALSE)
## geom_smooth: na.rm = FALSE, orientation = NA, se = FALSE
## stat_smooth: na.rm = FALSE, orientation = NA, se = FALSE, method = lm
## position_identity
        #GABA
        
        GABA_arable_mean <- ggplot(data_GABA_arable_conc, aes(x = arable_perc, y = mean)) +  
          geom_point() +
          theme_minimal() +ylab("Mean concentration (µg/l)") +xlab("Percentage of arable farming upstream") +
       theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5, size = 20),
          axis.title.x = element_text(vjust = -1.5, size = 20))
                ggsave(GABA_arable_mean, file=("GABA_arable_mean.tiff"), dpi = 330)
## Saving 7 x 5 in image
        GABA_arable_max <- ggplot(data_GABA_arable_conc_max, aes(x = arable_perc, y = max)) +  
          geom_point() + 
          theme_minimal() +ylab("Max concentration (µg/l)") +xlab("Percentage of arable farming upstream") +
         theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5, size = 20),
          axis.title.x = element_text(vjust = -1.5, size = 20))
                        ggsave(GABA_arable_max, file=("GABA_arable_max.tiff"), dpi = 330)
## Saving 7 x 5 in image
        #AChE
        
        AChE_arable_mean <- ggplot(data_ACHE_arable_conc, aes(x = arable_perc, y = mean)) +  
          geom_point() + 
          theme_minimal() +ylab("Mean concentration (µg/l)") +xlab("Percentage of arable farming upstream") +
          theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5, size = 20),
          axis.title.x = element_text(vjust = -1.5, size = 20))
                                ggsave(AChE_arable_mean, file=("AChE_arable_mean.tiff"), dpi = 330)
## Saving 7 x 5 in image
        AChE_arable_max <- ggplot(data_ACHE_arable_conc_max, aes(x = arable_perc, y = max)) +  
          geom_point() +
          theme_minimal() +ylab("Max concentration (µg/l)") +xlab("Percentage of arable farming upstream") +
         theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5, size = 20),
          axis.title.x = element_text(vjust = -1.5, size = 20))
                                ggsave(AChE_arable_max, file=("AChE_arable_max.tiff"), dpi = 330)
## Saving 7 x 5 in image
        #All
        All_arable_mean <- ggplot(total_data_arable_conc, aes(x = arable_perc, y = mean)) +  
          geom_point() + 
          theme_minimal() +ylab("Mean concentration (µg/l)") +xlab("Percentage of arable farming upstream") +
          theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5),
          axis.title.x = element_text(vjust = -1.5)) +
          scale_y_continuous(trans='log2')
                
        All_arable_max <- ggplot(total_data_arable_conc_max, aes(x = arable_perc, y = max)) +  
          geom_point() + geom_smooth() +
          theme_minimal() +ylab("Max concentration (µg/l)") +xlab("Percentage of arable farming upstream") +
          theme(text=element_text(size=16),  axis.title.y = element_text(vjust = +1.5),
          axis.title.x = element_text(vjust = -1.5))

#Relationship between sites with threshold exceedances of chemical conc vs macroinvert data

      #Load datasets
        
        fam_rich <- read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/ALL Midlands data for merging/family richness data.csv")
        fam_rich2 <- read.csv("C:/Users/imoge/OneDrive/phd/Research/Objective 4/Paper work/Final datasets for analysis/Final datasets for mergance/family richness final data.csv")
          
        fam_rich$MY.DATE1 <- do.call(paste, list(fam_rich$MONTH, fam_rich$DAY, fam_rich$YEAR))
        fam_rich$MY.DATE1 <- as.Date(fam_rich$MY.DATE1, format=c("%m %d %Y"))
        fam_rich2$MY.DATE1 <- do.call(paste, list(fam_rich2$MONTH, fam_rich2$DAY, fam_rich2$YEAR))
        fam_rich2$MY.DATE1 <- as.Date(fam_rich2$MY.DATE1, format=c("%m %d %Y"))
      
      #calculate single all pesticides value for each sample date
      
        total_data_day <- total_data %>%
        group_by(DAY, MONTH, YEAR, SITE_ID) %>%
        summarise(mean = mean(result, na.rm=TRUE))
## `summarise()` has grouped output by 'DAY', 'MONTH', 'YEAR'. You can override
## using the `.groups` argument.
        total_data_day$MY.DATE1 <- do.call(paste, list(total_data_day$MONTH, total_data_day$DAY, total_data_day$YEAR))
        total_data_day$MY.DATE1 <- as.Date(total_data_day$MY.DATE1, format=c("%m %d %Y"))
        
        #merge datasets - ALL pesticide
        
        data_all_fam_conc0 <- rbind(total_data_day,fam_rich)
        data_all_fam_conc <- rbind(data_all_fam_conc0,fam_rich2)

        
      #calculate single MOA pesticides value for each sample date
      
        total_data_day_ACHE <- data_subset_AChE %>%
        group_by(DAY, MONTH, YEAR, SITE_ID) %>%
        summarise(mean = mean(result, na.rm=TRUE))
## `summarise()` has grouped output by 'DAY', 'MONTH', 'YEAR'. You can override
## using the `.groups` argument.
        total_data_day_ACHE$MY.DATE1 <- do.call(paste, list(total_data_day_ACHE$MONTH, total_data_day_ACHE$DAY, total_data_day_ACHE$YEAR))
        total_data_day_ACHE$MY.DATE1 <- as.Date(total_data_day_ACHE$MY.DATE1, format=c("%m %d %Y"))
      
      #Merge datasets for only AChE
        
        data_all_fam_conc_ACHE0 <- rbind(total_data_day_ACHE,fam_rich)
                data_all_fam_conc_ACHE <- rbind(data_all_fam_conc_ACHE0,fam_rich2)

        
      #calculate single MOA pesticides value for each sample date
      
        total_data_day_GABA <- data_subset_GABA %>%
        group_by(DAY, MONTH, YEAR, SITE_ID) %>%
        summarise(mean = mean(result, na.rm=TRUE))
## `summarise()` has grouped output by 'DAY', 'MONTH', 'YEAR'. You can override
## using the `.groups` argument.
        total_data_day_GABA$MY.DATE1 <- do.call(paste, list(total_data_day_GABA$MONTH, total_data_day_GABA$DAY, total_data_day_GABA$YEAR))
        total_data_day_GABA$MY.DATE1 <- as.Date(total_data_day_GABA$MY.DATE1, format=c("%m %d %Y"))
      
        data_all_fam_conc_GABA0 <- rbind(total_data_day_GABA,fam_rich)
        data_all_fam_conc_GABA <- rbind(data_all_fam_conc_GABA0,fam_rich2)
        
        coeff = 100

        PLOT_total <- ggplot(data_all_fam_conc_GABA, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff), size=2, color = "blue") + geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue")+ scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
        
      #Select sites and run plots - comapring macro richness and conc pesticides over time
      
              #47138
                #ONLY EXCEEDENCE IS Parathion-methyl which the threshold conc based on lab data is very low 0.00031 µg/l
        
                      data_all_fam_conc_47138 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('47138'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_47138 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('47138'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_47138 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('47138'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                      
                      
                      #ALL pesticide
                      PLOT_47138 <- ggplot(data_all_fam_conc_47138, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff), size=2, color = "blue") + scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide
                      PLOT_47138_ACHE <- ggplot(data_all_fam_conc_ACHE_47138, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff), size=2, color = "blue") + geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("47138 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   

                      
                      #GABA pesticide
                      PLOT_47138_GABA <- ggplot(data_all_fam_conc_GABA_47138, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff), size=2, color = "blue") + geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("47138 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   

             
                #47255
                #EXCEEDENCE of Parathion-methyl, Malathion, Azinphos-methyl, Fenitrothion, Fipronil, Mevinphos 
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_47255 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('47255'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_47255 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('47255'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_47255 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('47255'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                     
                      
                      #ALL pesticide
                      PLOT_47255 <- ggplot(data_all_fam_conc_47255, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff2), size=2, color = "blue") + scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide
                      PLOT_47255_ACHE <- ggplot(data_all_fam_conc_ACHE_47255, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff2), size=2, color = "blue") + geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("47255 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   
                      
                      #GABA pesticide
                      PLOT_47255_GABA <- ggplot(data_all_fam_conc_GABA_47255, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff), size=2, color = "blue") + geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("47255 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   

                      
              #48583
                #EXCEEDENCE of Parathion-methyl,  Fenitrothion, Diazinon
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_48583 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('48583'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_48583 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('48583'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_48583 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('48583'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                      
                      
                      #ALL pesticide
                      PLOT_48583 <- ggplot(data_all_fam_conc_48583, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff2), size=2, color = "blue") + scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide
                      PLOT_48583_ACHE <- ggplot(data_all_fam_conc_ACHE_48583, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff2), size=2, color = "blue") + geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("48583 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   
                      
                      #GABA pesticide
                      PLOT_48583_GABA <- ggplot(data_all_fam_conc_GABA_48583, aes(x=MY.DATE1)) +  geom_point( aes(y=distinct_families), 
                        size=2, color= "red") + geom_point (aes(y=mean*coeff), size=2, color = "blue") + geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("48583 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))      
                      
       #49881
                #EXCEEDENCE of Parathion-methyl,  Malathion, Diazinon, Carbaryl (ALL ACHE INHIBITORS)
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_49881 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('49881'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_49881 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('49881'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_49881 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('49881'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  
                      
                      #ALL pesticide -YES
                      PLOT_49881 <- ggplot(data_all_fam_conc_49881, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide -YES
                      PLOT_49881_ACHE <- ggplot(data_all_fam_conc_ACHE_49881, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("49881 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   
                                       
                      
                      
                      #GABA pesticide
                      PLOT_49881_GABA <- ggplot(data_all_fam_conc_GABA_49881, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("49881 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   
                                       
                           
                 
                      
              #50020
                #EXCEEDENCE of Parathion-methyl,  
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_50020 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('50020'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_50020 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('50020'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_50020 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('50020'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  
                      
                      #ALL pesticide -YES
                      PLOT_50020 <- ggplot(data_all_fam_conc_50020, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide -YES
                      PLOT_50020_ACHE <- ggplot(data_all_fam_conc_ACHE_50020, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("50020 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   
                                  
                      
                      #GABA pesticide
                      PLOT_50020_GABA <- ggplot(data_all_fam_conc_GABA_50020, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("50020 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   
                                       
                      
          #50031
                #EXCEEDENCE of Parathion-methyl, Malathion, Fenitrothion, Dichlorvos, Phorate
 
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_50031<- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('50031'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_50031 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('50031'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_50031 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('50031'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  
                      
                      #ALL pesticide -
                      PLOT_550031 <- ggplot(data_all_fam_conc_50031, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_50031_ACHE <- ggplot(data_all_fam_conc_ACHE_50031, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      #geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("50031 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #GABA pesticide
                      PLOT_50031_GABA <- ggplot(data_all_fam_conc_GABA_50031, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("50031 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))   
                                  
                      
                       #50139
                #EXCEEDENCE of Parathion-methyl, Malathion, Dichlorvos, Carbaryl, Diazinon
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_50139<- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('50139'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_50139 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('50139'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_50139 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('50139'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                
                      #ALL pesticide 
                      PLOT_50139 <- ggplot(data_all_fam_conc_50139, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_50139_ACHE <- ggplot(data_all_fam_conc_ACHE_50139, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff2), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("50139 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #GABA pesticide
                      PLOT_50139_GABA <- ggplot(data_all_fam_conc_GABA_50139, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()+
                        ggtitle("50139 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                        #50257
                #EXCEEDENCE of Parathion-methyl Azinphos-methyl, Malathion, Dichlorvos
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_50257<- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('50257'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_50257 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('50257'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_50257 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('50257'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  
                      
                      #ALL pesticide 
                      PLOT_50257 <- ggplot(data_all_fam_conc_50257, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_50257_ACHE <- ggplot(data_all_fam_conc_ACHE_50257, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff2), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("50257 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #GABA pesticide
                      PLOT_50257_GABA <- ggplot(data_all_fam_conc_GABA_50257, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("50257 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #51097
                #EXCEEDENCE of Parathion-methyl 
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_51097<- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('51097'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_51097 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('51097'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_51097 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('51097'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                 
                      
                      #ALL pesticide 
                      PLOT_51097 <- ggplot(data_all_fam_conc_51097, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_51097_ACHE <- ggplot(data_all_fam_conc_ACHE_51097, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff2), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("51097 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #GABA pesticide
                      PLOT_51097_GABA <- ggplot(data_all_fam_conc_GABA_51097, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("51097 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                      
                        #51357
                #EXCEEDENCE of Parathion-methyl 
                      #which the threshold conc based on lab data is very low 0.00031 µg/l

                      
                      data_all_fam_conc_51357<- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('51357'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_51357 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('51357'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_51357 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('51357'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      

                      #ALL pesticide 
                      PLOT_51357 <- ggplot(data_all_fam_conc_51357, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_51357_ACHE <- ggplot(data_all_fam_conc_ACHE_51357, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        #geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("51357 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #GABA pesticide
                      PLOT_51357_GABA <- ggplot(data_all_fam_conc_GABA_51357, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("51357 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
              #51392
                #EXCEEDENCE of Phorate

                      
                      data_all_fam_conc_51392<- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('51392'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_51392 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('51392'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_51392 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('51392'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  
                      
                      #ALL pesticide 
                      PLOT_51392 <- ggplot(data_all_fam_conc_51392, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      #geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_51392_ACHE <- ggplot(data_all_fam_conc_ACHE_51392, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("51392 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                      #GABA pesticide
                      PLOT_51392_GABA <- ggplot(data_all_fam_conc_GABA_51392, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("51392 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                      
                  #51634
                #EXCEEDENCE of Dichlorvos

                      
                      data_all_fam_conc_51634 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('51634'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_51634 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('51634'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_51634 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('51634'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      

                      #ALL pesticide 
                      PLOT_51634 <- ggplot(data_all_fam_conc_51634, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      #geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_51634_ACHE <- ggplot(data_all_fam_conc_ACHE_51634, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("51634 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #GABA pesticide
                      PLOT_51634_GABA <- ggplot(data_all_fam_conc_GABA_51634, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("51634 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
             #53594
                #EXCEEDENCE of Parathion-methyl, Dichlorvos, Fipronil, Diazinon
                      coeff=100
                      
                      data_all_fam_conc_53594 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('53594'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_53594 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('53594'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_53594 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('53594'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  coeff2 = 10
                      
                      #ALL pesticide 
                      PLOT_53594 <- ggplot(data_all_fam_conc_53594, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 

                      #ACHE pesticide 
                      PLOT_53594_ACHE <- ggplot(data_all_fam_conc_ACHE_53594, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("Site 1 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                        ggsave(PLOT_53594_ACHE, file=("PLOT 53594 ACHE.png"), width = 14, height = 20, units = "cm", dpi=300)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 332 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 73 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 332 rows containing missing values (`geom_point()`).
## Warning: Removed 73 rows containing missing values (`geom_point()`).
coeff = 100
                      
                      #GABA pesticide
                      PLOT_53594_GABA <- ggplot(data_all_fam_conc_GABA_53594, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        ggtitle("Site 1 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))

                      
                      
             #53846
                #EXCEEDENCE of Diazinon Parathion-methyl

                      
                      data_all_fam_conc_53846 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('53846'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_53846 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('53846'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_53846 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('53846'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  coeff2 = 10
                      
                      #ALL pesticide 
                      PLOT_53846 <- ggplot(data_all_fam_conc_53846, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      
                      #ACHE pesticide 
                      PLOT_53846_ACHE <- ggplot(data_all_fam_conc_ACHE_53846, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) +
                        ggtitle("Site 53846 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      coeff= 1000
                      #GABA pesticide
                      PLOT_53846_GABA <- ggplot(data_all_fam_conc_GABA_53846, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) +
                        ggtitle("Site 53846 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
        
             #55006
                #EXCEEDENCE of 
                      
                      data_all_fam_conc_55006 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('55006'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_55006 <- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('55006'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_55006 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('55006'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      

                      #ALL pesticide 
                      PLOT_55006 <- ggplot(data_all_fam_conc_55006, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) +
                        ggtitle("Site 53846 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #ACHE pesticide 
                      PLOT_55006_ACHE <- ggplot(data_all_fam_conc_ACHE_55006, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) +
                        ggtitle("Site 55006 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      #GABA pesticide
                      PLOT_55006_GABA <- ggplot(data_all_fam_conc_GABA_55006, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13))   +
                        ggtitle("Site 55006 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                                  
                      
                      
                        
             #55088
                #EXCEEDENCE of 
                      
                      data_all_fam_conc_55088 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('55088'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_55088<- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('55088'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_55088 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('55088'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      

                      #ALL pesticide 
                      PLOT_55088 <- ggplot(data_all_fam_conc_55088, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_55088_ACHE <- ggplot(data_all_fam_conc_ACHE_55088, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("Site 55088 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
        
                      
                      #GABA pesticide
                      PLOT_55088_GABA <- ggplot(data_all_fam_conc_GABA_55088, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("Site 55088 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
        
                      
                      
                      
              #55436
                #EXCEEDENCE of 
                      
                      data_all_fam_conc_55436 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('55436'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_55436<- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('55436'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_55436 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('55436'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      

                      #ALL pesticide 
                      PLOT_55436 <- ggplot(data_all_fam_conc_55436, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_55436_ACHE <- ggplot(data_all_fam_conc_ACHE_55436, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("Site 55436 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                      #GABA pesticide
                      PLOT_55436_GABA <- ggplot(data_all_fam_conc_GABA_55436, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("Site 55436 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                      
                      
         #55833
                #EXCEEDENCE of 
                      
                      data_all_fam_conc_55833 <- data_all_fam_conc[data_all_fam_conc$SITE_ID %in% c('55833'),] #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_ACHE_55833<- data_all_fam_conc_ACHE[data_all_fam_conc_ACHE$SITE_ID %in% c('55833'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      data_all_fam_conc_GABA_55833 <- data_all_fam_conc_GABA[data_all_fam_conc_GABA$SITE_ID %in% c('55833'),] 
                                                                                                            #SELECT SITE ALL PESTCIDE
                      
                  
                      
                      #ALL pesticide 
                      PLOT_55833 <- ggplot(data_all_fam_conc_55833, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic() +
                        theme(axis.title.y = element_text(size=13),axis.title.y.right = element_text(size=13)) 
                      
                      #ACHE pesticide 
                      PLOT_55833_ACHE <- ggplot(data_all_fam_conc_ACHE_55833, aes(x=MY.DATE1)) +  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                        geom_smooth(aes(y=mean*coeff),method="loess", col="blue") +
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("Site 55833 ACHE") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                      #GABA pesticide
                      PLOT_55833_GABA <- ggplot(data_all_fam_conc_GABA_55833, aes(x=MY.DATE1))+  
                        geom_point( aes(y=distinct_families), 
                        size=0.5, color= "red") + geom_point (aes(y=mean*coeff), size=0.5, color = "blue") +
                        geom_smooth(aes(y=distinct_families), method="loess", col="red") +
                      geom_smooth(aes(y=mean*coeff),method="loess", col="blue") + 
                        scale_y_continuous(
                        # Features of the first axis
                        name = "Family richness",
                        # Add a second axis and specify its features
                        sec.axis = sec_axis(trans=~., name="Mean concentration*Coeff (µg/l)")) + theme_classic()  +
                        ggtitle("Site 55833 GABA") +
                        xlab("Time") +
                        theme(plot.title = element_text(size = 20, 
                                                  face = "bold", hjust=0.5), axis.title.y = element_text(size=20, face= "bold"), axis.title.y.right = element_text(size=20, face= "bold", vjust=1), axis.title.x = element_text(size = 20, face = "bold")) + theme(text=element_text(size=20))
                      
                      
                      
                      
                      ggsave(PLOT_53594_ACHE, file=("PLOT 53594 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 332 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 73 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 332 rows containing missing values (`geom_point()`).
## Warning: Removed 73 rows containing missing values (`geom_point()`).
ggsave(PLOT_53594_GABA, file=("PLOT 53594 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 514 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 73 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 514 rows containing missing values (`geom_point()`).
## Warning: Removed 73 rows containing missing values (`geom_point()`).
ggsave(PLOT_53846_ACHE, file=("PLOT 53846 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 32 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 69 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 32 rows containing missing values (`geom_point()`).
## Warning: Removed 69 rows containing missing values (`geom_point()`).
ggsave(PLOT_53846_GABA, file=("PLOT 53846 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 315 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 69 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 315 rows containing missing values (`geom_point()`).
## Warning: Removed 69 rows containing missing values (`geom_point()`).
ggsave(PLOT_55006_ACHE, file=("PLOT 55006 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 125 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 71 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 125 rows containing missing values (`geom_point()`).
## Warning: Removed 71 rows containing missing values (`geom_point()`).
ggsave(PLOT_55006_GABA, file=("PLOT 55006 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 261 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 71 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 261 rows containing missing values (`geom_point()`).
## Warning: Removed 71 rows containing missing values (`geom_point()`).
ggsave(PLOT_55088_ACHE, file=("PLOT 55088 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 78 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 85 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 78 rows containing missing values (`geom_point()`).
## Warning: Removed 85 rows containing missing values (`geom_point()`).
ggsave(PLOT_55088_GABA, file=("PLOT 55088 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 45 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 85 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 45 rows containing missing values (`geom_point()`).
## Warning: Removed 85 rows containing missing values (`geom_point()`).
ggsave(PLOT_55436_ACHE, file=("PLOT 55436 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 79 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 56 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 79 rows containing missing values (`geom_point()`).
## Warning: Removed 56 rows containing missing values (`geom_point()`).
ggsave(PLOT_55436_GABA, file=("PLOT 55436 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 452 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 56 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 452 rows containing missing values (`geom_point()`).
## Warning: Removed 56 rows containing missing values (`geom_point()`).
ggsave(PLOT_55833_ACHE, file=("PLOT 55833 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 78 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 53 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 78 rows containing missing values (`geom_point()`).
## Warning: Removed 53 rows containing missing values (`geom_point()`).
ggsave(PLOT_55833_GABA, file=("PLOT 55833 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 326 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 53 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 326 rows containing missing values (`geom_point()`).
## Warning: Removed 53 rows containing missing values (`geom_point()`).
ggsave(PLOT_51634_ACHE, file=("PLOT 51634 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 24 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 55 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 24 rows containing missing values (`geom_point()`).
## Warning: Removed 55 rows containing missing values (`geom_point()`).
ggsave(PLOT_51634_GABA, file=("PLOT 51634 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 17 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 55 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 17 rows containing missing values (`geom_point()`).
## Warning: Removed 55 rows containing missing values (`geom_point()`).
ggsave(PLOT_51392_ACHE, file=("PLOT 51392 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 129 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 76 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 129 rows containing missing values (`geom_point()`).
## Warning: Removed 76 rows containing missing values (`geom_point()`).
ggsave(PLOT_51392_GABA, file=("PLOT 51392 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 76 rows containing non-finite values (`stat_smooth()`).
## Removed 76 rows containing missing values (`geom_point()`).
ggsave(PLOT_51357_ACHE, file=("PLOT 51357 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 181 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 181 rows containing missing values (`geom_point()`).
## Warning: Removed 59 rows containing missing values (`geom_point()`).
ggsave(PLOT_51357_GABA, file=("PLOT 51357 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 18 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 59 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 18 rows containing missing values (`geom_point()`).
## Warning: Removed 59 rows containing missing values (`geom_point()`).
ggsave(PLOT_51097_ACHE, file=("PLOT 51097 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 21 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 76 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 21 rows containing missing values (`geom_point()`).
## Warning: Removed 76 rows containing missing values (`geom_point()`).
ggsave(PLOT_51097_GABA, file=("PLOT 51097 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 11 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 76 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 11 rows containing missing values (`geom_point()`).
## Warning: Removed 76 rows containing missing values (`geom_point()`).
ggsave(PLOT_50257_ACHE, file=("PLOT 50257 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 27 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 51 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 27 rows containing missing values (`geom_point()`).
## Warning: Removed 51 rows containing missing values (`geom_point()`).
ggsave(PLOT_50257_GABA, file=("PLOT 50257 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 40 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 51 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 40 rows containing missing values (`geom_point()`).
## Warning: Removed 51 rows containing missing values (`geom_point()`).
ggsave(PLOT_50139_ACHE, file=("PLOT 50139 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 92 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 60 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 92 rows containing missing values (`geom_point()`).
## Warning: Removed 60 rows containing missing values (`geom_point()`).
ggsave(PLOT_50139_GABA, file=("PLOT 50139 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 88 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 60 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 88 rows containing missing values (`geom_point()`).
## Warning: Removed 60 rows containing missing values (`geom_point()`).
ggsave(PLOT_50031_ACHE, file=("PLOT 50031 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 133 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 133 rows containing missing values (`geom_point()`).
## Warning: Removed 82 rows containing missing values (`geom_point()`).
ggsave(PLOT_50031_GABA, file=("PLOT 50031 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 82 rows containing non-finite values (`stat_smooth()`).
## Removed 82 rows containing missing values (`geom_point()`).
ggsave(PLOT_50020_ACHE, file=("PLOT 50020 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 147 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 89 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 147 rows containing missing values (`geom_point()`).
## Warning: Removed 89 rows containing missing values (`geom_point()`).
ggsave(PLOT_50020_GABA, file=("PLOT 50020 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 150 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 89 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 150 rows containing missing values (`geom_point()`).
## Warning: Removed 89 rows containing missing values (`geom_point()`).
ggsave(PLOT_49881_ACHE, file=("PLOT 49881 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 194 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 53 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 194 rows containing missing values (`geom_point()`).
## Warning: Removed 53 rows containing missing values (`geom_point()`).
ggsave(PLOT_49881_GABA, file=("PLOT 49881 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 5 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 53 rows containing non-finite values (`stat_smooth()`).
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : span too small.  fewer data values than degrees of freedom.
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : pseudoinverse used at 7352.4
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : neighborhood radius 561.6
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : reciprocal condition number 0
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : There are other near singularities as well. 1.3797e+06
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : span too small.  fewer
## data values than degrees of freedom.
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : pseudoinverse used at
## 7352.4
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : neighborhood radius
## 561.6
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : reciprocal condition
## number 0
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : There are other near
## singularities as well. 1.3797e+06
## Warning: Removed 5 rows containing missing values (`geom_point()`).
## Warning: Removed 53 rows containing missing values (`geom_point()`).
## Warning in max(ids, na.rm = TRUE): no non-missing arguments to max; returning
## -Inf
ggsave(PLOT_48583_ACHE, file=("PLOT 48583 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 5 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 51 rows containing non-finite values (`stat_smooth()`).
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : span too small.  fewer data values than degrees of freedom.
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : pseudoinverse used at 7810.5
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : neighborhood radius 51.53
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : reciprocal condition number 0
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : There are other near singularities as well. 3083.6
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : span too small.  fewer
## data values than degrees of freedom.
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : pseudoinverse used at
## 7810.5
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : neighborhood radius
## 51.53
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : reciprocal condition
## number 0
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : There are other near
## singularities as well. 3083.6
## Warning: Removed 5 rows containing missing values (`geom_point()`).
## Warning: Removed 51 rows containing missing values (`geom_point()`).
## Warning in max(ids, na.rm = TRUE): no non-missing arguments to max; returning
## -Inf
ggsave(PLOT_48583_GABA, file=("PLOT 48583 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 51 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 51 rows containing missing values (`geom_point()`).
ggsave(PLOT_47255_ACHE, file=("PLOT 47255 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 112 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 60 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 112 rows containing missing values (`geom_point()`).
## Warning: Removed 60 rows containing missing values (`geom_point()`).
ggsave(PLOT_47255_GABA, file=("PLOT 47255 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 98 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 60 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 98 rows containing missing values (`geom_point()`).
## Warning: Removed 60 rows containing missing values (`geom_point()`).
ggsave(PLOT_47138_ACHE, file=("PLOT 47138 ACHE.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 5 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 83 rows containing non-finite values (`stat_smooth()`).
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : span too small.  fewer data values than degrees of freedom.
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : pseudoinverse used at 9638
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : neighborhood radius 19.975
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : reciprocal condition number 0
## Warning in simpleLoess(y, x, w, span, degree = degree, parametric = parametric,
## : There are other near singularities as well. 3.2148e+06
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : span too small.  fewer
## data values than degrees of freedom.
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : pseudoinverse used at
## 9638
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : neighborhood radius
## 19.975
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : reciprocal condition
## number 0
## Warning in predLoess(object$y, object$x, newx = if (is.null(newdata)) object$x
## else if (is.data.frame(newdata))
## as.matrix(model.frame(delete.response(terms(object)), : There are other near
## singularities as well. 3.2148e+06
## Warning: Removed 5 rows containing missing values (`geom_point()`).
## Warning: Removed 83 rows containing missing values (`geom_point()`).
## Warning in max(ids, na.rm = TRUE): no non-missing arguments to max; returning
## -Inf
ggsave(PLOT_47138_GABA, file=("PLOT 47138 GABA.png"), height = 8, width =10)
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 144 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 83 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 144 rows containing missing values (`geom_point()`).
## Warning: Removed 83 rows containing missing values (`geom_point()`).

#Samples per month by chemical at site 1

GABA_ACHE_SITE1
## # A tibble: 2,218 × 18
##    sample.samplingPoint.not…¹ sample.samplingPoint…² sample.sampleDateTime   DAY
##    <chr>                      <chr>                  <chr>                 <dbl>
##  1 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  2 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  3 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  4 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  5 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  6 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  7 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  8 <NA>                       RIVER IDLE (MAUN) - A… 05/01/1993                5
##  9 MD-38473020                RIVER IDLE (MAUN) - A… 09/01/2003 10:50          9
## 10 MD-38473020                RIVER IDLE (MAUN) - A… 24/01/2003 10:40         24
## # ℹ 2,208 more rows
## # ℹ abbreviated names: ¹​sample.samplingPoint.notation,
## #   ²​sample.samplingPoint.label
## # ℹ 14 more variables: MONTH <chr>, YEAR <dbl>, determinand_definition <chr>,
## #   class <chr>, MOA <chr>, resultQualifier.notation <chr>, result <dbl>,
## #   determinand.unit.label <chr>, Easting <dbl>, Northing <dbl>,
## #   Latitude <dbl>, Longitude <dbl>, SITE_ID <dbl>, Total_pest_conc <dbl>
categories <- unique(GABA_ACHE_SITE1$determinand_definition)

  # Loop through each value in determinand.definition
result <- GABA_ACHE_SITE1 %>%
  group_by(determinand_definition, MONTH) %>%
  summarize(occurrences = n())
## `summarise()` has grouped output by 'determinand_definition'. You can override
## using the `.groups` argument.
# Get unique determinand.definitions
unique_determinands <- unique(result$determinand_definition)
# Create a list to store plots
plot_list <- list()

#Oder by month
month_order <- c("Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec")

# Loop through each determinand.definition
for (determinand in unique_determinands) {
  # Filter data based on the current determinand.definition
  # Filter data based on the current determinand.definition
  filtered_data <- subset(result, determinand_definition == determinand)
  filtered_data$MONTH <- factor(filtered_data$MONTH, levels = month_order, ordered = TRUE)
    filtered_data <- na.omit(filtered_data)

  # Create a bar plot using ggplot2
  p <- ggplot(filtered_data, aes(x = MONTH, y = occurrences, fill = MONTH)) +
    geom_bar(stat = "identity") +
    labs(title = paste("", determinand),
         x = "Month",
         y = "Occurrences") +
    theme(legend.position = "none") +
    theme(plot.title = element_text(size = 32, face = "bold", hjust = 0.5),
          axis.title.x = element_text(size = 18, face = "bold"),
          axis.title.y = element_text(size = 18, face = "bold"),  axis.text.x = element_text(size = 14), axis.text.y = element_text(size = 14)) 
  
  # Store the plot in the list
  plot_list[[determinand]] <- p
}

# Print each plot from the list
for (determinand in unique_determinands) {
  print(plot_list[[determinand]])
  
  filename <- paste("figures/", determinand, ".png", sep = "")
  ggsave(filename, dpi = 330)
  
}
## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

## Saving 7 x 5 in image

#Family richness vs pesticide concentrations over time

anglaindataMOA
## # A tibble: 1,862 × 36
##    SITE_ID.y SAMPLE_DATE.y   DAY MONTH  YEAR distinctfamilies distinctspp
##        <dbl> <chr>         <dbl> <dbl> <dbl>            <dbl>       <dbl>
##  1     55311 01/04/1997        1     4  1997               14          14
##  2     55311 02/03/2005        2     3  2005               17          20
##  3     55311 02/05/2006        2     5  2006               25          37
##  4     55311 03/11/1999        3    11  1999               28          38
##  5     55311 04/11/1997        4    11  1997               23          30
##  6     55311 05/05/2011        5     5  2011               19          26
##  7     55311 05/10/2016        5    10  2016               22          31
##  8     55311 06/05/2003        6     5  2003               22          32
##  9     55311 06/11/1990        6    11  1990               11          15
## 10     55311 07/10/1996        7    10  1996                8           9
## # ℹ 1,852 more rows
## # ℹ 29 more variables: MY.DATE1 <chr>, julian <dbl>, day_in_year <dbl>,
## #   julian36minus <dbl>, chemical_mean <dbl>, BOD_mean <dbl>,
## #   ammonia_mean <dbl>, ALTITUDE <dbl>, alkalinity_mean <dbl>,
## #   ammonical_nitrogen_mean <dbl>, dissolved_oxygen_mean <dbl>,
## #   hardness_mean <dbl>, nitrate_mean <dbl>, nitrite_mean <dbl>,
## #   orthophosphate_mean <dbl>, oxygen_saturation_mean <dbl>, pH_mean <dbl>, …
midlandsdataMOA
##      SITE_ID.y SAMPLE_DATE.y DAY MONTH YEAR Latitude  Longitude Easting
## 1        47046    01/09/1992   1     9 1992 53.10155 -0.7994084  480481
## 2        47046    03/04/2012   3     4 2012 53.10155 -0.7994084  480481
## 3        47046    03/11/2016   3    11 2016 53.10155 -0.7994084  480481
## 4        47046    04/03/1991   4     3 1991 53.10155 -0.7994084  480481
## 5        47046    04/03/2013   4     3 2013 53.10155 -0.7994084  480481
## 6        47046    04/04/2006   4     4 2006 53.10155 -0.7994084  480481
## 7        47046    04/09/1991   4     9 1991 53.10155 -0.7994084  480481
## 8        47046    05/02/1998   5     2 1998 53.10155 -0.7994084  480481
## 9        47046    05/09/1994   5     9 1994 53.10155 -0.7994084  480481
## 10       47046    06/09/1995   6     9 1995 53.10155 -0.7994084  480481
## 11       47046    06/10/1986   6    10 1986 53.10155 -0.7994084  480481
## 12       47046    07/04/2011   7     4 2011 53.10155 -0.7994084  480481
## 13       47046    07/10/2013   7    10 2013 53.10155 -0.7994084  480481
## 14       47046    07/11/1989   7    11 1989 53.10155 -0.7994084  480481
## 15       47046    08/09/1987   8     9 1987 53.10155 -0.7994084  480481
## 16       47046    08/09/1993   8     9 1993 53.10155 -0.7994084  480481
## 17       47046    09/03/1994   9     3 1994 53.10155 -0.7994084  480481
## 18       47046    09/04/2015   9     4 2015 53.10155 -0.7994084  480481
## 19       47046    09/05/2002   9     5 2002 53.10155 -0.7994084  480481
## 20       47046    09/10/1996   9    10 1996 53.10155 -0.7994084  480481
## 21       47046    09/10/1998   9    10 1998 53.10155 -0.7994084  480481
## 22       47046    09/10/2002   9    10 2002 53.10155 -0.7994084  480481
## 23       47046    10/10/2005  10    10 2005 53.10155 -0.7994084  480481
## 24       47046    11/04/1996  11     4 1996 53.10155 -0.7994084  480481
## 25       47046    11/05/2001  11     5 2001 53.10155 -0.7994084  480481
## 26       47046    11/05/2005  11     5 2005 53.10155 -0.7994084  480481
## 27       47046    11/05/2010  11     5 2010 53.10155 -0.7994084  480481
## 28       47046    11/06/1991  11     6 1991 53.10155 -0.7994084  480481
## 29       47046    11/10/2011  11    10 2011 53.10155 -0.7994084  480481
## 30       47046    13/09/2012  13     9 2012 53.10155 -0.7994084  480481
## 31       47046    14/03/1990  14     3 1990 53.10155 -0.7994084  480481
## 32       47046    15/07/1988  15     7 1988 53.10155 -0.7994084  480481
## 33       47046    16/10/1997  16    10 1997 53.10155 -0.7994084  480481
## 34       47046    17/09/1990  17     9 1990 53.10155 -0.7994084  480481
## 35       47046    17/11/2017  17    11 2017 53.10155 -0.7994084  480481
## 36       47046    19/03/2009  19     3 2009 53.10155 -0.7994084  480481
## 37       47046    19/09/1985  19     9 1985 53.10155 -0.7994084  480481
## 38       47046    19/09/2008  19     9 2008 53.10155 -0.7994084  480481
## 39       47046    20/03/2000  20     3 2000 53.10155 -0.7994084  480481
## 40       47046    20/06/1985  20     6 1985 53.10155 -0.7994084  480481
## 41       47046    21/02/1989  21     2 1989 53.10155 -0.7994084  480481
## 42       47046    21/05/1999  21     5 1999 53.10155 -0.7994084  480481
## 43       47046    21/10/2010  21    10 2010 53.10155 -0.7994084  480481
## 44       47046    21/11/2018  21    11 2018 53.10155 -0.7994084  480481
## 45       47046    22/03/2011  22     3 2011 53.10155 -0.7994084  480481
## 46       47046    22/04/2008  22     4 2008 53.10155 -0.7994084  480481
## 47       47046    22/05/2003  22     5 2003 53.10155 -0.7994084  480481
## 48       47046    22/08/1989  22     8 1989 53.10155 -0.7994084  480481
## 49       47046    23/03/1995  23     3 1995 53.10155 -0.7994084  480481
## 50       47046    23/03/2016  23     3 2016 53.10155 -0.7994084  480481
## 51       47046    23/04/1987  23     4 1987 53.10155 -0.7994084  480481
## 52       47046    23/05/2018  23     5 2018 53.10155 -0.7994084  480481
## 53       47046    23/06/1986  23     6 1986 53.10155 -0.7994084  480481
## 54       47046    23/06/1992  23     6 1992 53.10155 -0.7994084  480481
## 55       47046    25/05/2017  25     5 2017 53.10155 -0.7994084  480481
## 56       47046    25/06/1990  25     6 1990 53.10155 -0.7994084  480481
## 57       47046    26/02/1988  26     2 1988 53.10155 -0.7994084  480481
## 58       47046    26/02/1992  26     2 1992 53.10155 -0.7994084  480481
## 59       47046    26/10/2015  26    10 2015 53.10155 -0.7994084  480481
## 60       47046    27/01/1997  27     1 1997 53.10155 -0.7994084  480481
## 61       47046    27/03/1985  27     3 1985 53.10155 -0.7994084  480481
## 62       47046    27/10/2009  27    10 2009 53.10155 -0.7994084  480481
## 63       47046    28/03/1986  28     3 1986 53.10155 -0.7994084  480481
## 64       47046    29/03/1993  29     3 1993 53.10155 -0.7994084  480481
## 65       47046    29/09/2003  29     9 2003 53.10155 -0.7994084  480481
## 66       47046    29/11/1988  29    11 1988 53.10155 -0.7994084  480481
## 67       47046    31/03/2011  31     3 2011 53.10155 -0.7994084  480481
## 68       47046    31/10/2006  31    10 2006 53.10155 -0.7994084  480481
## 69       47046    31/10/2014  31    10 2014 53.10155 -0.7994084  480481
## 70       47078    01/10/1986   1    10 1986 52.57364 -1.1331985  458841
## 71       47078    02/05/1995   2     5 1995 52.57364 -1.1331985  458841
## 72       47078    02/06/1995   2     6 1995 52.57364 -1.1331985  458841
## 73       47078    03/04/1993   3     4 1993 52.57364 -1.1331985  458841
## 74       47078    04/03/1998   4     3 1998 52.57364 -1.1331985  458841
## 75       47078    04/04/1995   4     4 1995 52.57364 -1.1331985  458841
## 76       47078    04/05/1999   4     5 1999 52.57364 -1.1331985  458841
## 77       47078    04/12/1985   4    12 1985 52.57364 -1.1331985  458841
## 78       47078    05/01/1995   5     1 1995 52.57364 -1.1331985  458841
## 79       47078    05/12/1994   5    12 1994 52.57364 -1.1331985  458841
## 80       47078    06/03/1986   6     3 1986 52.57364 -1.1331985  458841
## 81       47078    06/11/1995   6    11 1995 52.57364 -1.1331985  458841
## 82       47078    06/11/2013   6    11 2013 52.57364 -1.1331985  458841
## 83       47078    07/02/1995   7     2 1995 52.57364 -1.1331985  458841
## 84       47078    07/03/1995   7     3 1995 52.57364 -1.1331985  458841
## 85       47078    07/05/2008   7     5 2008 52.57364 -1.1331985  458841
## 86       47078    07/09/1998   7     9 1998 52.57364 -1.1331985  458841
## 87       47078    08/03/1998   8     3 1998 52.57364 -1.1331985  458841
## 88       47078    08/11/1994   8    11 1994 52.57364 -1.1331985  458841
## 89       47078    09/02/1999   9     2 1999 52.57364 -1.1331985  458841
## 90       47078    10/04/2000  10     4 2000 52.57364 -1.1331985  458841
## 91       47078    10/10/1990  10    10 1990 52.57364 -1.1331985  458841
## 92       47078    10/12/1986  10    12 1986 52.57364 -1.1331985  458841
## 93       47078    11/01/2001  11     1 2001 52.57364 -1.1331985  458841
## 94       47078    11/07/1991  11     7 1991 52.57364 -1.1331985  458841
## 95       47078    11/09/1995  11     9 1995 52.57364 -1.1331985  458841
## 96       47078    11/10/1995  11    10 1995 52.57364 -1.1331985  458841
## 97       47078    12/03/1998  12     3 1998 52.57364 -1.1331985  458841
## 98       47078    12/04/1996  12     4 1996 52.57364 -1.1331985  458841
## 99       47078    12/04/2005  12     4 2005 52.57364 -1.1331985  458841
## 100      47078    12/05/1986  12     5 1986 52.57364 -1.1331985  458841
## 101      47078    12/05/1998  12     5 1998 52.57364 -1.1331985  458841
## 102      47078    13/06/1995  13     6 1995 52.57364 -1.1331985  458841
## 103      47078    13/08/1987  13     8 1987 52.57364 -1.1331985  458841
## 104      47078    13/08/1997  13     8 1997 52.57364 -1.1331985  458841
## 105      47078    13/09/1989  13     9 1989 52.57364 -1.1331985  458841
## 106      47078    13/09/2002  13     9 2002 52.57364 -1.1331985  458841
## 107      47078    14/05/1996  14     5 1996 52.57364 -1.1331985  458841
## 108      47078    14/10/1992  14    10 1992 52.57364 -1.1331985  458841
## 109      47078    15/04/1988  15     4 1988 52.57364 -1.1331985  458841
## 110      47078    15/04/1991  15     4 1991 52.57364 -1.1331985  458841
## 111      47078    15/11/1989  15    11 1989 52.57364 -1.1331985  458841
## 112      47078    16/02/1996  16     2 1996 52.57364 -1.1331985  458841
## 113      47078    16/04/1999  16     4 1999 52.57364 -1.1331985  458841
## 114      47078    16/04/2003  16     4 2003 52.57364 -1.1331985  458841
## 115      47078    16/05/2013  16     5 2013 52.57364 -1.1331985  458841
## 116      47078    17/01/1996  17     1 1996 52.57364 -1.1331985  458841
## 117      47078    17/06/1985  17     6 1985 52.57364 -1.1331985  458841
## 118      47078    17/06/1996  17     6 1996 52.57364 -1.1331985  458841
## 119      47078    17/08/1999  17     8 1999 52.57364 -1.1331985  458841
## 120      47078    17/12/1996  17    12 1996 52.57364 -1.1331985  458841
## 121      47078    18/04/1994  18     4 1994 52.57364 -1.1331985  458841
## 122      47078    18/11/1994  18    11 1994 52.57364 -1.1331985  458841
## 123      47078    19/03/1996  19     3 1996 52.57364 -1.1331985  458841
## 124      47078    19/04/1995  19     4 1995 52.57364 -1.1331985  458841
## 125      47078    19/05/1995  19     5 1995 52.57364 -1.1331985  458841
## 126      47078    20/04/1998  20     4 1998 52.57364 -1.1331985  458841
## 127      47078    20/05/2014  20     5 2014 52.57364 -1.1331985  458841
## 128      47078    20/06/2000  20     6 2000 52.57364 -1.1331985  458841
## 129      47078    20/07/1993  20     7 1993 52.57364 -1.1331985  458841
## 130      47078    20/11/1998  20    11 1998 52.57364 -1.1331985  458841
## 131      47078    20/12/1995  20    12 1995 52.57364 -1.1331985  458841
## 132      47078    21/02/1995  21     2 1995 52.57364 -1.1331985  458841
## 133      47078    21/11/2008  21    11 2008 52.57364 -1.1331985  458841
## 134      47078    21/12/1994  21    12 1994 52.57364 -1.1331985  458841
## 135      47078    22/02/1988  22     2 1988 52.57364 -1.1331985  458841
## 136      47078    22/03/1995  22     3 1995 52.57364 -1.1331985  458841
## 137      47078    22/05/1989  22     5 1989 52.57364 -1.1331985  458841
## 138      47078    22/05/2012  22     5 2012 52.57364 -1.1331985  458841
## 139      47078    22/08/2000  22     8 2000 52.57364 -1.1331985  458841
## 140      47078    22/11/1988  22    11 1988 52.57364 -1.1331985  458841
## 141      47078    22/12/2000  22    12 2000 52.57364 -1.1331985  458841
## 142      47078    23/04/1996  23     4 1996 52.57364 -1.1331985  458841
## 143      47078    23/10/2000  23    10 2000 52.57364 -1.1331985  458841
## 144      47078    24/01/1995  24     1 1995 52.57364 -1.1331985  458841
## 145      47078    24/04/2002  24     4 2002 52.57364 -1.1331985  458841
## 146      47078    24/05/1999  24     5 1999 52.57364 -1.1331985  458841
## 147      47078    24/09/2014  24     9 2014 52.57364 -1.1331985  458841
## 148      47078    24/10/1994  24    10 1994 52.57364 -1.1331985  458841
## 149      47078    25/02/1985  25     2 1985 52.57364 -1.1331985  458841
## 150      47078    25/03/1992  25     3 1992 52.57364 -1.1331985  458841
## 151      47078    25/07/1995  25     7 1995 52.57364 -1.1331985  458841
## 152      47078    25/10/1995  25    10 1995 52.57364 -1.1331985  458841
## 153      47078    25/11/1997  25    11 1997 52.57364 -1.1331985  458841
## 154      47078    25/11/1999  25    11 1999 52.57364 -1.1331985  458841
## 155      47078    26/01/2000  26     1 2000 52.57364 -1.1331985  458841
## 156      47078    26/03/1998  26     3 1998 52.57364 -1.1331985  458841
## 157      47078    26/07/1994  26     7 1994 52.57364 -1.1331985  458841
## 158      47078    26/11/1987  26    11 1987 52.57364 -1.1331985  458841
## 159      47078    27/10/1993  27    10 1993 52.57364 -1.1331985  458841
## 160      47078    28/02/1996  28     2 1996 52.57364 -1.1331985  458841
## 161      47078    28/04/1998  28     4 1998 52.57364 -1.1331985  458841
## 162      47078    28/09/1990  28     9 1990 52.57364 -1.1331985  458841
## 163      47078    28/09/1995  28     9 1995 52.57364 -1.1331985  458841
## 164      47078    28/09/2005  28     9 2005 52.57364 -1.1331985  458841
## 165      47078    28/10/1991  28    10 1991 52.57364 -1.1331985  458841
## 166      47078    29/05/2001  29     5 2001 52.57364 -1.1331985  458841
## 167      47078    29/06/1995  29     6 1995 52.57364 -1.1331985  458841
## 168      47078    29/09/1998  29     9 1998 52.57364 -1.1331985  458841
## 169      47078    29/09/2000  29     9 2000 52.57364 -1.1331985  458841
## 170      47078    29/11/1995  29    11 1995 52.57364 -1.1331985  458841
## 171      47078    30/04/1987  30     4 1987 52.57364 -1.1331985  458841
## 172      47078    30/04/1998  30     4 1998 52.57364 -1.1331985  458841
## 173      47078    30/09/1999  30     9 1999 52.57364 -1.1331985  458841
## 174      47078    31/03/1998  31     3 1998 52.57364 -1.1331985  458841
## 175      47078    31/05/2000  31     5 2000 52.57364 -1.1331985  458841
## 176      47078    31/07/2000  31     7 2000 52.57364 -1.1331985  458841
## 177      47138    01/11/2001   1    11 2001 53.08520 -1.5069310  433123
## 178      47138    02/05/2013   2     5 2013 53.08520 -1.5069310  433123
## 179      47138    03/04/2009   3     4 2009 53.08520 -1.5069310  433123
## 180      47138    03/10/2011   3    10 2011 53.08520 -1.5069310  433123
## 181      47138    03/12/1991   3    12 1991 53.08520 -1.5069310  433123
## 182      47138    04/03/1987   4     3 1987 53.08520 -1.5069310  433123
## 183      47138    04/04/2017   4     4 2017 53.08520 -1.5069310  433123
## 184      47138    04/10/2005   4    10 2005 53.08520 -1.5069310  433123
## 185      47138    05/06/1986   5     6 1986 53.08520 -1.5069310  433123
## 186      47138    05/11/2003   5    11 2003 53.08520 -1.5069310  433123
## 187      47138    05/11/2004   5    11 2004 53.08520 -1.5069310  433123
## 188      47138    06/09/1995   6     9 1995 53.08520 -1.5069310  433123
## 189      47138    07/01/1993   7     1 1993 53.08520 -1.5069310  433123
## 190      47138    07/10/2013   7    10 2013 53.08520 -1.5069310  433123
## 191      47138    08/05/2007   8     5 2007 53.08520 -1.5069310  433123
## 192      47138    08/05/2015   8     5 2015 53.08520 -1.5069310  433123
## 193      47138    08/07/1987   8     7 1987 53.08520 -1.5069310  433123
## 194      47138    08/08/1991   8     8 1991 53.08520 -1.5069310  433123
## 195      47138    08/10/2014   8    10 2014 53.08520 -1.5069310  433123
## 196      47138    08/11/2017   8    11 2017 53.08520 -1.5069310  433123
## 197      47138    10/01/1989  10     1 1989 53.08520 -1.5069310  433123
## 198      47138    10/05/1985  10     5 1985 53.08520 -1.5069310  433123
## 199      47138    10/09/1985  10     9 1985 53.08520 -1.5069310  433123
## 200      47138    11/04/2008  11     4 2008 53.08520 -1.5069310  433123
## 201      47138    11/05/1987  11     5 1987 53.08520 -1.5069310  433123
## 202      47138    11/05/1992  11     5 1992 53.08520 -1.5069310  433123
## 203      47138    11/05/2004  11     5 2004 53.08520 -1.5069310  433123
## 204      47138    12/03/1997  12     3 1997 53.08520 -1.5069310  433123
## 205      47138    12/04/2005  12     4 2005 53.08520 -1.5069310  433123
## 206      47138    13/05/1991  13     5 1991 53.08520 -1.5069310  433123
## 207      47138    13/09/2000  13     9 2000 53.08520 -1.5069310  433123
## 208      47138    14/04/2011  14     4 2011 53.08520 -1.5069310  433123
## 209      47138    14/10/1996  14    10 1996 53.08520 -1.5069310  433123
## 210      47138    15/04/2014  15     4 2014 53.08520 -1.5069310  433123
## 211      47138    15/08/1990  15     8 1990 53.08520 -1.5069310  433123
## 212      47138    15/10/2009  15    10 2009 53.08520 -1.5069310  433123
## 213      47138    15/11/1988  15    11 1988 53.08520 -1.5069310  433123
## 214      47138    16/05/2006  16     5 2006 53.08520 -1.5069310  433123
## 215      47138    16/10/2015  16    10 2015 53.08520 -1.5069310  433123
## 216      47138    16/11/2018  16    11 2018 53.08520 -1.5069310  433123
## 217      47138    17/04/1989  17     4 1989 53.08520 -1.5069310  433123
## 218      47138    17/04/2018  17     4 2018 53.08520 -1.5069310  433123
## 219      47138    17/05/1988  17     5 1988 53.08520 -1.5069310  433123
## 220      47138    17/05/1990  17     5 1990 53.08520 -1.5069310  433123
## 221      47138    17/09/1987  17     9 1987 53.08520 -1.5069310  433123
## 222      47138    17/09/1999  17     9 1999 53.08520 -1.5069310  433123
## 223      47138    18/04/2002  18     4 2002 53.08520 -1.5069310  433123
## 224      47138    18/05/2016  18     5 2016 53.08520 -1.5069310  433123
## 225      47138    19/05/1994  19     5 1994 53.08520 -1.5069310  433123
## 226      47138    19/06/1986  19     6 1986 53.08520 -1.5069310  433123
## 227      47138    19/08/1986  19     8 1986 53.08520 -1.5069310  433123
## 228      47138    19/09/2002  19     9 2002 53.08520 -1.5069310  433123
## 229      47138    19/09/2012  19     9 2012 53.08520 -1.5069310  433123
## 230      47138    19/11/1987  19    11 1987 53.08520 -1.5069310  433123
## 231      47138    20/03/1998  20     3 1998 53.08520 -1.5069310  433123
## 232      47138    20/09/2007  20     9 2007 53.08520 -1.5069310  433123
## 233      47138    22/04/1993  22     4 1993 53.08520 -1.5069310  433123
## 234      47138    22/05/2012  22     5 2012 53.08520 -1.5069310  433123
## 235      47138    22/06/1989  22     6 1989 53.08520 -1.5069310  433123
## 236      47138    23/02/1989  23     2 1989 53.08520 -1.5069310  433123
## 237      47138    23/07/1997  23     7 1997 53.08520 -1.5069310  433123
## 238      47138    23/08/1994  23     8 1994 53.08520 -1.5069310  433123
## 239      47138    23/09/2010  23     9 2010 53.08520 -1.5069310  433123
## 240      47138    23/10/1989  23    10 1989 53.08520 -1.5069310  433123
## 241      47138    24/05/2000  24     5 2000 53.08520 -1.5069310  433123
## 242      47138    24/11/1993  24    11 1993 53.08520 -1.5069310  433123
## 243      47138    24/11/1998  24    11 1998 53.08520 -1.5069310  433123
## 244      47138    24/11/2006  24    11 2006 53.08520 -1.5069310  433123
## 245      47138    25/06/1987  25     6 1987 53.08520 -1.5069310  433123
## 246      47138    25/08/1987  25     8 1987 53.08520 -1.5069310  433123
## 247      47138    25/09/1997  25     9 1997 53.08520 -1.5069310  433123
## 248      47138    25/09/2008  25     9 2008 53.08520 -1.5069310  433123
## 249      47138    25/11/1987  25    11 1987 53.08520 -1.5069310  433123
## 250      47138    26/04/1995  26     4 1995 53.08520 -1.5069310  433123
## 251      47138    26/09/1985  26     9 1985 53.08520 -1.5069310  433123
## 252      47138    27/10/2016  27    10 2016 53.08520 -1.5069310  433123
## 253      47138    28/03/1996  28     3 1996 53.08520 -1.5069310  433123
## 254      47138    28/07/1987  28     7 1987 53.08520 -1.5069310  433123
## 255      47138    28/11/1990  28    11 1990 53.08520 -1.5069310  433123
## 256      47138    29/04/2010  29     4 2010 53.08520 -1.5069310  433123
## 257      47138    29/07/1992  29     7 1992 53.08520 -1.5069310  433123
## 258      47138    30/04/2003  30     4 2003 53.08520 -1.5069310  433123
## 259      47138    31/08/1993  31     8 1993 53.08520 -1.5069310  433123
## 260      47157    01/05/1985   1     5 1985 53.10189 -1.8590422  409535
## 261      47157    02/12/1987   2    12 1987 53.10189 -1.8590422  409535
## 262      47157    03/09/2004   3     9 2004 53.10189 -1.8590422  409535
## 263      47157    04/03/1991   4     3 1991 53.10189 -1.8590422  409535
## 264      47157    04/10/2005   4    10 2005 53.10189 -1.8590422  409535
## 265      47157    06/09/1989   6     9 1989 53.10189 -1.8590422  409535
## 266      47157    06/10/1999   6    10 1999 53.10189 -1.8590422  409535
## 267      47157    08/03/1995   8     3 1995 53.10189 -1.8590422  409535
## 268      47157    08/10/1990   8    10 1990 53.10189 -1.8590422  409535
## 269      47157    09/05/1994   9     5 1994 53.10189 -1.8590422  409535
## 270      47157    12/08/1986  12     8 1986 53.10189 -1.8590422  409535
## 271      47157    13/02/1992  13     2 1992 53.10189 -1.8590422  409535
## 272      47157    13/03/2000  13     3 2000 53.10189 -1.8590422  409535
## 273      47157    13/09/1995  13     9 1995 53.10189 -1.8590422  409535
## 274      47157    13/09/2002  13     9 2002 53.10189 -1.8590422  409535
## 275      47157    13/10/1991  13    10 1991 53.10189 -1.8590422  409535
## 276      47157    14/04/1993  14     4 1993 53.10189 -1.8590422  409535
## 277      47157    14/10/2008  14    10 2008 53.10189 -1.8590422  409535
## 278      47157    14/11/1983  14    11 1983 53.10189 -1.8590422  409535
## 279      47157    15/07/1993  15     7 1993 53.10189 -1.8590422  409535
## 280      47157    16/03/1999  16     3 1999 53.10189 -1.8590422  409535
## 281      47157    16/05/2008  16     5 2008 53.10189 -1.8590422  409535
## 282      47157    16/05/2012  16     5 2012 53.10189 -1.8590422  409535
## 283      47157    17/03/1987  17     3 1987 53.10189 -1.8590422  409535
## 284      47157    17/03/2004  17     3 2004 53.10189 -1.8590422  409535
## 285      47157    17/04/2003  17     4 2003 53.10189 -1.8590422  409535
## 286      47157    17/06/1997  17     6 1997 53.10189 -1.8590422  409535
## 287      47157    17/07/1991  17     7 1991 53.10189 -1.8590422  409535
## 288      47157    18/10/2000  18    10 2000 53.10189 -1.8590422  409535
## 289      47157    18/11/1998  18    11 1998 53.10189 -1.8590422  409535
## 290      47157    19/06/1990  19     6 1990 53.10189 -1.8590422  409535
## 291      47157    20/03/1990  20     3 1990 53.10189 -1.8590422  409535
## 292      47157    20/04/2007  20     4 2007 53.10189 -1.8590422  409535
## 293      47157    20/05/1996  20     5 1996 53.10189 -1.8590422  409535
## 294      47157    20/09/2001  20     9 2001 53.10189 -1.8590422  409535
## 295      47157    20/09/2006  20     9 2006 53.10189 -1.8590422  409535
## 296      47157    20/09/2012  20     9 2012 53.10189 -1.8590422  409535
## 297      47157    21/06/1988  21     6 1988 53.10189 -1.8590422  409535
## 298      47157    22/04/1998  22     4 1998 53.10189 -1.8590422  409535
## 299      47157    22/08/1994  22     8 1994 53.10189 -1.8590422  409535
## 300      47157    22/11/1993  22    11 1993 53.10189 -1.8590422  409535
## 301      47157    23/04/2002  23     4 2002 53.10189 -1.8590422  409535
## 302      47157    23/10/1996  23    10 1996 53.10189 -1.8590422  409535
## 303      47157    24/04/1985  24     4 1985 53.10189 -1.8590422  409535
## 304      47157    24/06/1992  24     6 1992 53.10189 -1.8590422  409535
## 305      47157    24/09/2003  24     9 2003 53.10189 -1.8590422  409535
## 306      47157    25/11/1985  25    11 1985 53.10189 -1.8590422  409535
## 307      47157    26/10/1987  26    10 1987 53.10189 -1.8590422  409535
## 308      47157    28/04/2005  28     4 2005 53.10189 -1.8590422  409535
## 309      47157    28/10/1997  28    10 1997 53.10189 -1.8590422  409535
## 310      47157    31/10/1992  31    10 1992 53.10189 -1.8590422  409535
## 311      47255    02/05/1995   2     5 1995 52.52080 -1.7521412  416915
## 312      47255    02/08/1990   2     8 1990 52.52080 -1.7521412  416915
## 313      47255    03/01/1997   3     1 1997 52.52080 -1.7521412  416915
## 314      47255    03/10/1995   3    10 1995 52.52080 -1.7521412  416915
## 315      47255    04/12/1998   4    12 1998 52.52080 -1.7521412  416915
## 316      47255    06/04/2004   6     4 2004 52.52080 -1.7521412  416915
## 317      47255    07/04/2000   7     4 2000 52.52080 -1.7521412  416915
## 318      47255    07/09/2000   7     9 2000 52.52080 -1.7521412  416915
## 319      47255    07/11/1994   7    11 1994 52.52080 -1.7521412  416915
## 320      47255    08/09/2011   8     9 2011 52.52080 -1.7521412  416915
## 321      47255    08/10/2002   8    10 2002 52.52080 -1.7521412  416915
## 322      47255    08/10/2018   8    10 2018 52.52080 -1.7521412  416915
## 323      47255    09/04/2003   9     4 2003 52.52080 -1.7521412  416915
## 324      47255    09/09/2015   9     9 2015 52.52080 -1.7521412  416915
## 325      47255    10/07/1994  10     7 1994 52.52080 -1.7521412  416915
## 326      47255    10/10/2003  10    10 2003 52.52080 -1.7521412  416915
## 327      47255    11/09/2001  11     9 2001 52.52080 -1.7521412  416915
## 328      47255    12/06/1989  12     6 1989 52.52080 -1.7521412  416915
## 329      47255    13/08/1992  13     8 1992 52.52080 -1.7521412  416915
## 330      47255    14/11/1997  14    11 1997 52.52080 -1.7521412  416915
## 331      47255    15/05/1988  15     5 1988 52.52080 -1.7521412  416915
## 332      47255    16/12/1992  16    12 1992 52.52080 -1.7521412  416915
## 333      47255    17/03/1993  17     3 1993 52.52080 -1.7521412  416915
## 334      47255    17/11/2008  17    11 2008 52.52080 -1.7521412  416915
## 335      47255    18/04/2002  18     4 2002 52.52080 -1.7521412  416915
## 336      47255    18/05/2001  18     5 2001 52.52080 -1.7521412  416915
## 337      47255    19/01/1987  19     1 1987 52.52080 -1.7521412  416915
## 338      47255    19/03/2010  19     3 2010 52.52080 -1.7521412  416915
## 339      47255    19/04/2011  19     4 2011 52.52080 -1.7521412  416915
## 340      47255    19/09/1988  19     9 1988 52.52080 -1.7521412  416915
## 341      47255    19/10/1999  19    10 1999 52.52080 -1.7521412  416915
## 342      47255    19/12/2001  19    12 2001 52.52080 -1.7521412  416915
## 343      47255    20/03/2007  20     3 2007 52.52080 -1.7521412  416915
## 344      47255    20/06/2002  20     6 2002 52.52080 -1.7521412  416915
## 345      47255    21/03/1994  21     3 1994 52.52080 -1.7521412  416915
## 346      47255    21/03/2006  21     3 2006 52.52080 -1.7521412  416915
## 347      47255    21/05/1999  21     5 1999 52.52080 -1.7521412  416915
## 348      47255    21/06/1993  21     6 1993 52.52080 -1.7521412  416915
## 349      47255    21/09/2006  21     9 2006 52.52080 -1.7521412  416915
## 350      47255    21/09/2010  21     9 2010 52.52080 -1.7521412  416915
## 351      47255    21/10/2009  21    10 2009 52.52080 -1.7521412  416915
## 352      47255    22/05/2018  22     5 2018 52.52080 -1.7521412  416915
## 353      47255    22/06/1998  22     6 1998 52.52080 -1.7521412  416915
## 354      47255    23/11/1987  23    11 1987 52.52080 -1.7521412  416915
## 355      47255    23/11/2007  23    11 2007 52.52080 -1.7521412  416915
## 356      47255    24/01/2003  24     1 2003 52.52080 -1.7521412  416915
## 357      47255    24/03/2005  24     3 2005 52.52080 -1.7521412  416915
## 358      47255    24/07/1996  24     7 1996 52.52080 -1.7521412  416915
## 359      47255    24/08/1989  24     8 1989 52.52080 -1.7521412  416915
## 360      47255    25/04/2008  25     4 2008 52.52080 -1.7521412  416915
## 361      47255    26/06/1987  26     6 1987 52.52080 -1.7521412  416915
## 362      47255    26/10/1993  26    10 1993 52.52080 -1.7521412  416915
## 363      47255    26/11/1987  26    11 1987 52.52080 -1.7521412  416915
## 364      47255    26/11/1990  26    11 1990 52.52080 -1.7521412  416915
## 365      47255    27/09/2005  27     9 2005 52.52080 -1.7521412  416915
## 366      47255    27/11/1989  27    11 1989 52.52080 -1.7521412  416915
## 367      47255    29/10/1991  29    10 1991 52.52080 -1.7521412  416915
## 368      47255    30/04/2015  30     4 2015 52.52080 -1.7521412  416915
## 369      47255    30/10/2012  30    10 2012 52.52080 -1.7521412  416915
## 370      47255    31/05/1990  31     5 1990 52.52080 -1.7521412  416915
## 371      47310    01/09/2017   1     9 2017 53.09501 -2.0403088  397398
## 372      47310    02/09/2010   2     9 2010 53.09501 -2.0403088  397398
## 373      47310    02/12/1993   2    12 1993 53.09501 -2.0403088  397398
## 374      47310    03/06/1985   3     6 1985 53.09501 -2.0403088  397398
## 375      47310    03/08/2011   3     8 2011 53.09501 -2.0403088  397398
## 376      47310    04/06/1997   4     6 1997 53.09501 -2.0403088  397398
## 377      47310    04/09/1989   4     9 1989 53.09501 -2.0403088  397398
## 378      47310    05/10/2018   5    10 2018 53.09501 -2.0403088  397398
## 379      47310    06/09/1994   6     9 1994 53.09501 -2.0403088  397398
## 380      47310    06/09/2013   6     9 2013 53.09501 -2.0403088  397398
## 381      47310    07/04/2006   7     4 2006 53.09501 -2.0403088  397398
## 382      47310    07/05/2013   7     5 2013 53.09501 -2.0403088  397398
## 383      47310    07/12/1987   7    12 1987 53.09501 -2.0403088  397398
## 384      47310    08/03/1995   8     3 1995 53.09501 -2.0403088  397398
## 385      47310    08/05/1991   8     5 1991 53.09501 -2.0403088  397398
## 386      47310    08/10/1985   8    10 1985 53.09501 -2.0403088  397398
## 387      47310    08/10/1998   8    10 1998 53.09501 -2.0403088  397398
## 388      47310    08/10/2009   8    10 2009 53.09501 -2.0403088  397398
## 389      47310    09/04/2009   9     4 2009 53.09501 -2.0403088  397398
## 390      47310    09/11/2011   9    11 2011 53.09501 -2.0403088  397398
## 391      47310    10/08/1993  10     8 1993 53.09501 -2.0403088  397398
## 392      47310    11/05/1993  11     5 1993 53.09501 -2.0403088  397398
## 393      47310    11/09/1995  11     9 1995 53.09501 -2.0403088  397398
## 394      47310    11/09/2002  11     9 2002 53.09501 -2.0403088  397398
## 395      47310    12/03/1985  12     3 1985 53.09501 -2.0403088  397398
## 396      47310    12/04/1994  12     4 1994 53.09501 -2.0403088  397398
## 397      47310    12/05/2016  12     5 2016 53.09501 -2.0403088  397398
## 398      47310    12/07/1988  12     7 1988 53.09501 -2.0403088  397398
## 399      47310    13/01/1993  13     1 1993 53.09501 -2.0403088  397398
## 400      47310    13/05/1986  13     5 1986 53.09501 -2.0403088  397398
## 401      47310    13/05/2014  13     5 2014 53.09501 -2.0403088  397398
## 402      47310    13/06/1991  13     6 1991 53.09501 -2.0403088  397398
## 403      47310    13/08/1985  13     8 1985 53.09501 -2.0403088  397398
## 404      47310    13/10/2004  13    10 2004 53.09501 -2.0403088  397398
## 405      47310    13/10/2006  13    10 2006 53.09501 -2.0403088  397398
## 406      47310    14/10/2005  14    10 2005 53.09501 -2.0403088  397398
## 407      47310    14/12/2001  14    12 2001 53.09501 -2.0403088  397398
## 408      47310    15/07/1992  15     7 1992 53.09501 -2.0403088  397398
## 409      47310    16/04/2002  16     4 2002 53.09501 -2.0403088  397398
## 410      47310    16/04/2003  16     4 2003 53.09501 -2.0403088  397398
## 411      47310    18/03/1996  18     3 1996 53.09501 -2.0403088  397398
## 412      47310    18/05/2000  18     5 2000 53.09501 -2.0403088  397398
## 413      47310    19/03/2012  19     3 2012 53.09501 -2.0403088  397398
## 414      47310    19/09/2003  19     9 2003 53.09501 -2.0403088  397398
## 415      47310    19/09/2008  19     9 2008 53.09501 -2.0403088  397398
## 416      47310    19/12/1985  19    12 1985 53.09501 -2.0403088  397398
## 417      47310    20/03/1990  20     3 1990 53.09501 -2.0403088  397398
## 418      47310    20/04/2007  20     4 2007 53.09501 -2.0403088  397398
## 419      47310    20/05/1998  20     5 1998 53.09501 -2.0403088  397398
## 420      47310    20/06/1990  20     6 1990 53.09501 -2.0403088  397398
## 421      47310    20/10/2016  20    10 2016 53.09501 -2.0403088  397398
## 422      47310    21/03/2005  21     3 2005 53.09501 -2.0403088  397398
## 423      47310    22/03/2011  22     3 2011 53.09501 -2.0403088  397398
## 424      47310    22/05/2017  22     5 2017 53.09501 -2.0403088  397398
## 425      47310    22/09/2000  22     9 2000 53.09501 -2.0403088  397398
## 426      47310    22/10/1986  22    10 1986 53.09501 -2.0403088  397398
## 427      47310    23/05/2018  23     5 2018 53.09501 -2.0403088  397398
## 428      47310    23/09/2015  23     9 2015 53.09501 -2.0403088  397398
## 429      47310    24/09/2014  24     9 2014 53.09501 -2.0403088  397398
## 430      47310    25/03/2004  25     3 2004 53.09501 -2.0403088  397398
## 431      47310    25/04/2008  25     4 2008 53.09501 -2.0403088  397398
## 432      47310    26/05/1999  26     5 1999 53.09501 -2.0403088  397398
## 433      47310    26/09/1990  26     9 1990 53.09501 -2.0403088  397398
## 434      47310    26/11/1991  26    11 1991 53.09501 -2.0403088  397398
## 435      47310    27/04/1987  27     4 1987 53.09501 -2.0403088  397398
## 436      47310    27/04/2010  27     4 2010 53.09501 -2.0403088  397398
## 437      47310    27/04/2015  27     4 2015 53.09501 -2.0403088  397398
## 438      47310    27/09/2007  27     9 2007 53.09501 -2.0403088  397398
## 439      47310    27/11/1996  27    11 1996 53.09501 -2.0403088  397398
## 440      47310    30/08/2012  30     8 2012 53.09501 -2.0403088  397398
## 441      47310    31/10/1997  31    10 1997 53.09501 -2.0403088  397398
## 442      47348    01/07/1992   1     7 1992 51.75741 -2.5549722  361791
## 443      47348    01/11/2011   1    11 2011 51.75741 -2.5549722  361791
## 444      47348    01/11/2018   1    11 2018 51.75741 -2.5549722  361791
## 445      47348    02/04/2008   2     4 2008 51.75741 -2.5549722  361791
## 446      47348    03/11/2010   3    11 2010 51.75741 -2.5549722  361791
## 447      47348    04/07/1991   4     7 1991 51.75741 -2.5549722  361791
## 448      47348    04/11/2003   4    11 2003 51.75741 -2.5549722  361791
## 449      47348    06/10/2016   6    10 2016 51.75741 -2.5549722  361791
## 450      47348    07/04/2010   7     4 2010 51.75741 -2.5549722  361791
## 451      47348    07/05/1998   7     5 1998 51.75741 -2.5549722  361791
## 452      47348    08/09/2009   8     9 2009 51.75741 -2.5549722  361791
## 453      47348    08/11/2012   8    11 2012 51.75741 -2.5549722  361791
## 454      47348    09/10/2006   9    10 2006 51.75741 -2.5549722  361791
## 455      47348    09/10/2013   9    10 2013 51.75741 -2.5549722  361791
## 456      47348    09/12/1997   9    12 1997 51.75741 -2.5549722  361791
## 457      47348    10/03/2009  10     3 2009 51.75741 -2.5549722  361791
## 458      47348    10/12/1996  10    12 1996 51.75741 -2.5549722  361791
## 459      47348    11/04/1995  11     4 1995 51.75741 -2.5549722  361791
## 460      47348    12/03/2015  12     3 2015 51.75741 -2.5549722  361791
## 461      47348    12/04/1990  12     4 1990 51.75741 -2.5549722  361791
## 462      47348    12/04/2017  12     4 2017 51.75741 -2.5549722  361791
## 463      47348    12/07/1993  12     7 1993 51.75741 -2.5549722  361791
## 464      47348    13/03/2000  13     3 2000 51.75741 -2.5549722  361791
## 465      47348    13/05/2016  13     5 2016 51.75741 -2.5549722  361791
## 466      47348    14/04/1994  14     4 1994 51.75741 -2.5549722  361791
## 467      47348    14/10/2008  14    10 2008 51.75741 -2.5549722  361791
## 468      47348    14/11/1989  14    11 1989 51.75741 -2.5549722  361791
## 469      47348    14/11/1995  14    11 1995 51.75741 -2.5549722  361791
## 470      47348    15/04/1991  15     4 1991 51.75741 -2.5549722  361791
## 471      47348    15/11/2000  15    11 2000 51.75741 -2.5549722  361791
## 472      47348    16/10/2017  16    10 2017 51.75741 -2.5549722  361791
## 473      47348    17/05/2018  17     5 2018 51.75741 -2.5549722  361791
## 474      47348    17/09/2015  17     9 2015 51.75741 -2.5549722  361791
## 475      47348    18/07/1990  18     7 1990 51.75741 -2.5549722  361791
## 476      47348    19/04/2006  19     4 2006 51.75741 -2.5549722  361791
## 477      47348    19/04/2011  19     4 2011 51.75741 -2.5549722  361791
## 478      47348    19/04/2012  19     4 2012 51.75741 -2.5549722  361791
## 479      47348    20/11/1991  20    11 1991 51.75741 -2.5549722  361791
## 480      47348    21/08/1989  21     8 1989 51.75741 -2.5549722  361791
## 481      47348    21/11/1994  21    11 1994 51.75741 -2.5549722  361791
## 482      47348    22/04/2013  22     4 2013 51.75741 -2.5549722  361791
## 483      47348    22/10/1998  22    10 1998 51.75741 -2.5549722  361791
## 484      47348    22/11/1993  22    11 1993 51.75741 -2.5549722  361791
## 485      47348    23/02/1993  23     2 1993 51.75741 -2.5549722  361791
## 486      47348    23/04/1992  23     4 1992 51.75741 -2.5549722  361791
## 487      47348    23/10/1990  23    10 1990 51.75741 -2.5549722  361791
## 488      47348    24/04/1997  24     4 1997 51.75741 -2.5549722  361791
## 489      47348    24/04/2014  24     4 2014 51.75741 -2.5549722  361791
## 490      47348    27/03/2002  27     3 2002 51.75741 -2.5549722  361791
## 491      47348    27/10/2014  27    10 2014 51.75741 -2.5549722  361791
## 492      47348    28/06/1993  28     6 1993 51.75741 -2.5549722  361791
## 493      47348    29/04/2003  29     4 2003 51.75741 -2.5549722  361791
## 494      48226    01/07/1985   1     7 1985 52.38165 -1.7016913  420402
## 495      48226    02/11/1994   2    11 1994 52.38165 -1.7016913  420402
## 496      48226    03/04/1991   3     4 1991 52.38165 -1.7016913  420402
## 497      48226    03/04/2014   3     4 2014 52.38165 -1.7016913  420402
## 498      48226    03/06/1996   3     6 1996 52.38165 -1.7016913  420402
## 499      48226    05/05/2011   5     5 2011 52.38165 -1.7016913  420402
## 500      48226    07/08/1990   7     8 1990 52.38165 -1.7016913  420402
## 501      48226    07/09/1987   7     9 1987 52.38165 -1.7016913  420402
## 502      48226    07/12/2001   7    12 2001 52.38165 -1.7016913  420402
## 503      48226    08/02/1988   8     2 1988 52.38165 -1.7016913  420402
## 504      48226    08/03/1994   8     3 1994 52.38165 -1.7016913  420402
## 505      48226    08/09/1982   8     9 1982 52.38165 -1.7016913  420402
## 506      48226    09/07/1992   9     7 1992 52.38165 -1.7016913  420402
## 507      48226    09/09/2014   9     9 2014 52.38165 -1.7016913  420402
## 508      48226    10/06/1997  10     6 1997 52.38165 -1.7016913  420402
## 509      48226    11/10/1993  11    10 1993 52.38165 -1.7016913  420402
## 510      48226    12/03/2003  12     3 2003 52.38165 -1.7016913  420402
## 511      48226    12/09/2011  12     9 2011 52.38165 -1.7016913  420402
## 512      48226    13/05/1988  13     5 1988 52.38165 -1.7016913  420402
## 513      48226    13/11/1995  13    11 1995 52.38165 -1.7016913  420402
## 514      48226    14/11/2012  14    11 2012 52.38165 -1.7016913  420402
## 515      48226    16/03/2006  16     3 2006 52.38165 -1.7016913  420402
## 516      48226    16/05/1990  16     5 1990 52.38165 -1.7016913  420402
## 517      48226    16/05/1995  16     5 1995 52.38165 -1.7016913  420402
## 518      48226    16/06/1999  16     6 1999 52.38165 -1.7016913  420402
## 519      48226    16/09/1996  16     9 1996 52.38165 -1.7016913  420402
## 520      48226    17/03/1987  17     3 1987 52.38165 -1.7016913  420402
## 521      48226    17/05/1993  17     5 1993 52.38165 -1.7016913  420402
## 522      48226    18/02/1985  18     2 1985 52.38165 -1.7016913  420402
## 523      48226    18/07/1988  18     7 1988 52.38165 -1.7016913  420402
## 524      48226    18/11/1985  18    11 1985 52.38165 -1.7016913  420402
## 525      48226    20/03/2000  20     3 2000 52.38165 -1.7016913  420402
## 526      48226    20/04/2010  20     4 2010 52.38165 -1.7016913  420402
## 527      48226    20/06/1994  20     6 1994 52.38165 -1.7016913  420402
## 528      48226    21/01/1998  21     1 1998 52.38165 -1.7016913  420402
## 529      48226    21/09/2006  21     9 2006 52.38165 -1.7016913  420402
## 530      48226    21/10/2003  21    10 2003 52.38165 -1.7016913  420402
## 531      48226    21/11/1988  21    11 1988 52.38165 -1.7016913  420402
## 532      48226    21/11/1990  21    11 1990 52.38165 -1.7016913  420402
## 533      48226    22/02/1993  22     2 1993 52.38165 -1.7016913  420402
## 534      48226    22/10/1992  22    10 1992 52.38165 -1.7016913  420402
## 535      48226    22/11/2010  22    11 2010 52.38165 -1.7016913  420402
## 536      48226    22/12/2000  22    12 2000 52.38165 -1.7016913  420402
## 537      48226    23/05/1989  23     5 1989 52.38165 -1.7016913  420402
## 538      48226    24/05/2012  24     5 2012 52.38165 -1.7016913  420402
## 539      48226    26/05/1998  26     5 1998 52.38165 -1.7016913  420402
## 540      48226    27/05/2009  27     5 2009 52.38165 -1.7016913  420402
## 541      48226    28/04/1986  28     4 1986 52.38165 -1.7016913  420402
## 542      48226    28/10/1991  28    10 1991 52.38165 -1.7016913  420402
## 543      48226    29/09/1986  29     9 1986 52.38165 -1.7016913  420402
## 544      48226    30/03/1992  30     3 1992 52.38165 -1.7016913  420402
## 545      48226    30/10/1989  30    10 1989 52.38165 -1.7016913  420402
## 546      48226    30/11/1998  30    11 1998 52.38165 -1.7016913  420402
## 547      48583    01/07/1997   1     7 1997 53.09529 -1.4321933  438120
## 548      48583    02/10/2002   2    10 2002 53.09529 -1.4321933  438120
## 549      48583    03/04/2002   3     4 2002 53.09529 -1.4321933  438120
## 550      48583    03/06/1986   3     6 1986 53.09529 -1.4321933  438120
## 551      48583    03/09/1986   3     9 1986 53.09529 -1.4321933  438120
## 552      48583    03/10/1994   3    10 1994 53.09529 -1.4321933  438120
## 553      48583    05/03/1985   5     3 1985 53.09529 -1.4321933  438120
## 554      48583    06/03/1990   6     3 1990 53.09529 -1.4321933  438120
## 555      48583    08/03/1995   8     3 1995 53.09529 -1.4321933  438120
## 556      48583    08/05/2018   8     5 2018 53.09529 -1.4321933  438120
## 557      48583    09/04/2003   9     4 2003 53.09529 -1.4321933  438120
## 558      48583    10/01/1989  10     1 1989 53.09529 -1.4321933  438120
## 559      48583    11/03/1991  11     3 1991 53.09529 -1.4321933  438120
## 560      48583    11/06/1991  11     6 1991 53.09529 -1.4321933  438120
## 561      48583    11/12/1996  11    12 1996 53.09529 -1.4321933  438120
## 562      48583    12/10/1995  12    10 1995 53.09529 -1.4321933  438120
## 563      48583    12/11/1998  12    11 1998 53.09529 -1.4321933  438120
## 564      48583    13/06/1985  13     6 1985 53.09529 -1.4321933  438120
## 565      48583    14/06/1990  14     6 1990 53.09529 -1.4321933  438120
## 566      48583    15/10/1997  15    10 1997 53.09529 -1.4321933  438120
## 567      48583    16/11/2018  16    11 2018 53.09529 -1.4321933  438120
## 568      48583    17/02/1993  17     2 1993 53.09529 -1.4321933  438120
## 569      48583    17/03/1998  17     3 1998 53.09529 -1.4321933  438120
## 570      48583    17/04/1996  17     4 1996 53.09529 -1.4321933  438120
## 571      48583    17/09/2015  17     9 2015 53.09529 -1.4321933  438120
## 572      48583    18/09/1991  18     9 1991 53.09529 -1.4321933  438120
## 573      48583    19/02/1992  19     2 1992 53.09529 -1.4321933  438120
## 574      48583    19/10/2004  19    10 2004 53.09529 -1.4321933  438120
## 575      48583    19/11/1985  19    11 1985 53.09529 -1.4321933  438120
## 576      48583    20/07/1989  20     7 1989 53.09529 -1.4321933  438120
## 577      48583    20/07/1992  20     7 1992 53.09529 -1.4321933  438120
## 578      48583    21/06/1993  21     6 1993 53.09529 -1.4321933  438120
## 579      48583    21/09/1992  21     9 1992 53.09529 -1.4321933  438120
## 580      48583    22/02/1994  22     2 1994 53.09529 -1.4321933  438120
## 581      48583    23/09/1993  23     9 1993 53.09529 -1.4321933  438120
## 582      48583    24/04/2007  24     4 2007 53.09529 -1.4321933  438120
## 583      48583    24/05/2000  24     5 2000 53.09529 -1.4321933  438120
## 584      48583    25/02/1986  25     2 1986 53.09529 -1.4321933  438120
## 585      48583    25/09/1990  25     9 1990 53.09529 -1.4321933  438120
## 586      48583    25/10/2007  25    10 2007 53.09529 -1.4321933  438120
## 587      48583    27/03/2019  27     3 2019 53.09529 -1.4321933  438120
## 588      48583    27/10/1999  27    10 1999 53.09529 -1.4321933  438120
## 589      48583    29/03/2004  29     3 2004 53.09529 -1.4321933  438120
## 590      48583    29/06/1994  29     6 1994 53.09529 -1.4321933  438120
## 591      48583    30/01/1985  30     1 1985 53.09529 -1.4321933  438120
## 592      48583    30/04/1985  30     4 1985 53.09529 -1.4321933  438120
## 593      48583    30/06/1988  30     6 1988 53.09529 -1.4321933  438120
## 594      48583    30/11/2000  30    11 2000 53.09529 -1.4321933  438120
## 595      48583    30/11/2001  30    11 2001 53.09529 -1.4321933  438120
## 596      48583    31/03/2015  31     3 2015 53.09529 -1.4321933  438120
## 597      48583    31/05/2012  31     5 2012 53.09529 -1.4321933  438120
## 598      48601    01/05/1990   1     5 1990 52.58120 -1.1869470  455189
## 599      48601    01/10/1986   1    10 1986 52.58120 -1.1869470  455189
## 600      48601    03/04/1993   3     4 1993 52.58120 -1.1869470  455189
## 601      48601    04/12/1985   4    12 1985 52.58120 -1.1869470  455189
## 602      48601    06/03/1986   6     3 1986 52.58120 -1.1869470  455189
## 603      48601    07/08/1990   7     8 1990 52.58120 -1.1869470  455189
## 604      48601    07/10/2010   7    10 2010 52.58120 -1.1869470  455189
## 605      48601    08/08/1996   8     8 1996 52.58120 -1.1869470  455189
## 606      48601    08/11/1994   8    11 1994 52.58120 -1.1869470  455189
## 607      48601    09/04/1995   9     4 1995 52.58120 -1.1869470  455189
## 608      48601    10/04/2000  10     4 2000 52.58120 -1.1869470  455189
## 609      48601    10/10/1990  10    10 1990 52.58120 -1.1869470  455189
## 610      48601    10/12/1986  10    12 1986 52.58120 -1.1869470  455189
## 611      48601    11/07/1991  11     7 1991 52.58120 -1.1869470  455189
## 612      48601    12/05/1986  12     5 1986 52.58120 -1.1869470  455189
## 613      48601    12/05/1998  12     5 1998 52.58120 -1.1869470  455189
## 614      48601    12/05/2010  12     5 2010 52.58120 -1.1869470  455189
## 615      48601    13/08/1987  13     8 1987 52.58120 -1.1869470  455189
## 616      48601    13/08/1997  13     8 1997 52.58120 -1.1869470  455189
## 617      48601    13/09/1989  13     9 1989 52.58120 -1.1869470  455189
## 618      48601    14/10/1992  14    10 1992 52.58120 -1.1869470  455189
## 619      48601    15/04/1991  15     4 1991 52.58120 -1.1869470  455189
## 620      48601    15/11/1989  15    11 1989 52.58120 -1.1869470  455189
## 621      48601    16/04/2003  16     4 2003 52.58120 -1.1869470  455189
## 622      48601    17/06/1985  17     6 1985 52.58120 -1.1869470  455189
## 623      48601    17/08/1987  17     8 1987 52.58120 -1.1869470  455189
## 624      48601    17/12/1996  17    12 1996 52.58120 -1.1869470  455189
## 625      48601    18/04/1988  18     4 1988 52.58120 -1.1869470  455189
## 626      48601    18/04/1994  18     4 1994 52.58120 -1.1869470  455189
## 627      48601    19/05/2014  19     5 2014 52.58120 -1.1869470  455189
## 628      48601    19/10/2006  19    10 2006 52.58120 -1.1869470  455189
## 629      48601    19/11/1998  19    11 1998 52.58120 -1.1869470  455189
## 630      48601    20/05/2004  20     5 2004 52.58120 -1.1869470  455189
## 631      48601    20/07/1993  20     7 1993 52.58120 -1.1869470  455189
## 632      48601    21/03/2006  21     3 2006 52.58120 -1.1869470  455189
## 633      48601    22/02/1988  22     2 1988 52.58120 -1.1869470  455189
## 634      48601    22/05/1989  22     5 1989 52.58120 -1.1869470  455189
## 635      48601    22/05/2009  22     5 2009 52.58120 -1.1869470  455189
## 636      48601    22/05/2012  22     5 2012 52.58120 -1.1869470  455189
## 637      48601    22/10/2009  22    10 2009 52.58120 -1.1869470  455189
## 638      48601    22/11/1988  22    11 1988 52.58120 -1.1869470  455189
## 639      48601    23/03/1992  23     3 1992 52.58120 -1.1869470  455189
## 640      48601    23/10/2000  23    10 2000 52.58120 -1.1869470  455189
## 641      48601    24/04/2002  24     4 2002 52.58120 -1.1869470  455189
## 642      48601    24/09/2014  24     9 2014 52.58120 -1.1869470  455189
## 643      48601    25/02/1985  25     2 1985 52.58120 -1.1869470  455189
## 644      48601    25/11/1997  25    11 1997 52.58120 -1.1869470  455189
## 645      48601    26/07/1994  26     7 1994 52.58120 -1.1869470  455189
## 646      48601    26/10/1995  26    10 1995 52.58120 -1.1869470  455189
## 647      48601    26/11/1987  26    11 1987 52.58120 -1.1869470  455189
## 648      48601    27/10/1993  27    10 1993 52.58120 -1.1869470  455189
## 649      48601    27/12/2004  27    12 2004 52.58120 -1.1869470  455189
## 650      48601    28/09/1990  28     9 1990 52.58120 -1.1869470  455189
## 651      48601    28/10/1991  28    10 1991 52.58120 -1.1869470  455189
## 652      48601    29/11/1999  29    11 1999 52.58120 -1.1869470  455189
## 653      48601    29/11/2001  29    11 2001 52.58120 -1.1869470  455189
## 654      48601    30/04/1987  30     4 1987 52.58120 -1.1869470  455189
## 655      48601    30/10/2003  30    10 2003 52.58120 -1.1869470  455189
## 656      48601    30/11/2004  30    11 2004 52.58120 -1.1869470  455189
## 657      49006    01/05/1996   1     5 1996 53.41473 -1.0226726  465057
## 658      49006    02/10/2013   2    10 2013 53.41473 -1.0226726  465057
## 659      49006    03/04/1992   3     4 1992 53.41473 -1.0226726  465057
## 660      49006    05/02/1993   5     2 1993 53.41473 -1.0226726  465057
## 661      49006    05/11/1994   5    11 1994 53.41473 -1.0226726  465057
## 662      49006    06/09/2005   6     9 2005 53.41473 -1.0226726  465057
## 663      49006    07/05/1987   7     5 1987 53.41473 -1.0226726  465057
## 664      49006    08/05/2014   8     5 2014 53.41473 -1.0226726  465057
## 665      49006    09/05/2002   9     5 2002 53.41473 -1.0226726  465057
## 666      49006    09/05/2013   9     5 2013 53.41473 -1.0226726  465057
## 667      49006    10/04/1990  10     4 1990 53.41473 -1.0226726  465057
## 668      49006    10/04/1995  10     4 1995 53.41473 -1.0226726  465057
## 669      49006    10/05/2005  10     5 2005 53.41473 -1.0226726  465057
## 670      49006    10/10/1991  10    10 1991 53.41473 -1.0226726  465057
## 671      49006    10/11/1988  10    11 1988 53.41473 -1.0226726  465057
## 672      49006    12/06/1989  12     6 1989 53.41473 -1.0226726  465057
## 673      49006    13/05/2004  13     5 2004 53.41473 -1.0226726  465057
## 674      49006    14/10/1987  14    10 1987 53.41473 -1.0226726  465057
## 675      49006    15/04/1991  15     4 1991 53.41473 -1.0226726  465057
## 676      49006    15/04/2007  15     4 2007 53.41473 -1.0226726  465057
## 677      49006    15/07/1986  15     7 1986 53.41473 -1.0226726  465057
## 678      49006    15/07/1993  15     7 1993 53.41473 -1.0226726  465057
## 679      49006    15/10/1986  15    10 1986 53.41473 -1.0226726  465057
## 680      49006    16/02/1994  16     2 1994 53.41473 -1.0226726  465057
## 681      49006    16/07/1992  16     7 1992 53.41473 -1.0226726  465057
## 682      49006    16/10/1989  16    10 1989 53.41473 -1.0226726  465057
## 683      49006    16/11/2000  16    11 2000 53.41473 -1.0226726  465057
## 684      49006    17/11/1995  17    11 1995 53.41473 -1.0226726  465057
## 685      49006    17/11/2004  17    11 2004 53.41473 -1.0226726  465057
## 686      49006    18/10/1993  18    10 1993 53.41473 -1.0226726  465057
## 687      49006    19/12/1996  19    12 1996 53.41473 -1.0226726  465057
## 688      49006    20/05/1985  20     5 1985 53.41473 -1.0226726  465057
## 689      49006    20/05/1999  20     5 1999 53.41473 -1.0226726  465057
## 690      49006    21/05/1985  21     5 1985 53.41473 -1.0226726  465057
## 691      49006    21/07/1994  21     7 1994 53.41473 -1.0226726  465057
## 692      49006    22/03/1993  22     3 1993 53.41473 -1.0226726  465057
## 693      49006    23/10/1985  23    10 1985 53.41473 -1.0226726  465057
## 694      49006    24/04/1985  24     4 1985 53.41473 -1.0226726  465057
## 695      49006    24/04/1988  24     4 1988 53.41473 -1.0226726  465057
## 696      49006    24/05/2000  24     5 2000 53.41473 -1.0226726  465057
## 697      49006    24/06/1987  24     6 1987 53.41473 -1.0226726  465057
## 698      49006    24/09/2014  24     9 2014 53.41473 -1.0226726  465057
## 699      49006    24/10/2007  24    10 2007 53.41473 -1.0226726  465057
## 700      49006    26/06/1991  26     6 1991 53.41473 -1.0226726  465057
## 701      49006    26/07/1990  26     7 1990 53.41473 -1.0226726  465057
## 702      49006    26/11/1998  26    11 1998 53.41473 -1.0226726  465057
## 703      49006    28/04/1998  28     4 1998 53.41473 -1.0226726  465057
## 704      49006    28/11/1985  28    11 1985 53.41473 -1.0226726  465057
## 705      49006    29/08/1997  29     8 1997 53.41473 -1.0226726  465057
## 706      49006    30/04/1986  30     4 1986 53.41473 -1.0226726  465057
## 707      49006    30/10/1990  30    10 1990 53.41473 -1.0226726  465057
## 708      49006    30/11/1997  30    11 1997 53.41473 -1.0226726  465057
## 709      49026    02/11/2010   2    11 2010 53.48590 -0.6522800  489525
## 710      49026    03/06/1999   3     6 1999 53.48590 -0.6522800  489525
## 711      49026    03/11/1993   3    11 1993 53.48590 -0.6522800  489525
## 712      49026    04/05/1995   4     5 1995 53.48590 -0.6522800  489525
## 713      49026    05/03/1993   5     3 1993 53.48590 -0.6522800  489525
## 714      49026    05/03/2013   5     3 2013 53.48590 -0.6522800  489525
## 715      49026    05/04/1990   5     4 1990 53.48590 -0.6522800  489525
## 716      49026    05/04/1991   5     4 1991 53.48590 -0.6522800  489525
## 717      49026    05/08/1992   5     8 1992 53.48590 -0.6522800  489525
## 718      49026    05/09/2011   5     9 2011 53.48590 -0.6522800  489525
## 719      49026    06/10/2003   6    10 2003 53.48590 -0.6522800  489525
## 720      49026    07/04/1987   7     4 1987 53.48590 -0.6522800  489525
## 721      49026    07/11/2018   7    11 2018 53.48590 -0.6522800  489525
## 722      49026    08/07/1993   8     7 1993 53.48590 -0.6522800  489525
## 723      49026    08/09/2014   8     9 2014 53.48590 -0.6522800  489525
## 724      49026    08/10/1998   8    10 1998 53.48590 -0.6522800  489525
## 725      49026    08/11/2016   8    11 2016 53.48590 -0.6522800  489525
## 726      49026    09/04/2010   9     4 2010 53.48590 -0.6522800  489525
## 727      49026    11/06/1994  11     6 1994 53.48590 -0.6522800  489525
## 728      49026    12/05/2009  12     5 2009 53.48590 -0.6522800  489525
## 729      49026    13/10/1994  13    10 1994 53.48590 -0.6522800  489525
## 730      49026    14/04/2011  14     4 2011 53.48590 -0.6522800  489525
## 731      49026    14/10/1992  14    10 1992 53.48590 -0.6522800  489525
## 732      49026    14/10/2009  14    10 2009 53.48590 -0.6522800  489525
## 733      49026    14/10/2013  14    10 2013 53.48590 -0.6522800  489525
## 734      49026    15/03/2000  15     3 2000 53.48590 -0.6522800  489525
## 735      49026    15/05/2015  15     5 2015 53.48590 -0.6522800  489525
## 736      49026    15/10/1991  15    10 1991 53.48590 -0.6522800  489525
## 737      49026    15/10/2008  15    10 2008 53.48590 -0.6522800  489525
## 738      49026    16/04/2003  16     4 2003 53.48590 -0.6522800  489525
## 739      49026    16/05/2018  16     5 2018 53.48590 -0.6522800  489525
## 740      49026    16/06/1995  16     6 1995 53.48590 -0.6522800  489525
## 741      49026    16/08/1999  16     8 1999 53.48590 -0.6522800  489525
## 742      49026    17/07/1990  17     7 1990 53.48590 -0.6522800  489525
## 743      49026    18/04/1996  18     4 1996 53.48590 -0.6522800  489525
## 744      49026    18/07/1991  18     7 1991 53.48590 -0.6522800  489525
## 745      49026    20/09/2012  20     9 2012 53.48590 -0.6522800  489525
## 746      49026    20/09/2017  20     9 2017 53.48590 -0.6522800  489525
## 747      49026    20/10/2015  20    10 2015 53.48590 -0.6522800  489525
## 748      49026    21/03/1994  21     3 1994 53.48590 -0.6522800  489525
## 749      49026    21/09/2006  21     9 2006 53.48590 -0.6522800  489525
## 750      49026    21/11/1989  21    11 1989 53.48590 -0.6522800  489525
## 751      49026    22/04/2002  22     4 2002 53.48590 -0.6522800  489525
## 752      49026    22/04/2008  22     4 2008 53.48590 -0.6522800  489525
## 753      49026    23/04/2014  23     4 2014 53.48590 -0.6522800  489525
## 754      49026    23/05/2017  23     5 2017 53.48590 -0.6522800  489525
## 755      49026    23/10/1990  23    10 1990 53.48590 -0.6522800  489525
## 756      49026    24/03/2016  24     3 2016 53.48590 -0.6522800  489525
## 757      49026    24/09/2002  24     9 2002 53.48590 -0.6522800  489525
## 758      49026    24/11/1995  24    11 1995 53.48590 -0.6522800  489525
## 759      49026    25/06/1997  25     6 1997 53.48590 -0.6522800  489525
## 760      49026    25/11/1997  25    11 1997 53.48590 -0.6522800  489525
## 761      49026    26/04/2006  26     4 2006 53.48590 -0.6522800  489525
## 762      49026    27/05/1998  27     5 1998 53.48590 -0.6522800  489525
## 763      49026    28/05/2012  28     5 2012 53.48590 -0.6522800  489525
## 764      49026    28/09/2000  28     9 2000 53.48590 -0.6522800  489525
## 765      49026    30/03/1992  30     3 1992 53.48590 -0.6522800  489525
## 766      49040    01/05/1994   1     5 1994 52.76617 -0.7844495  482114
## 767      49040    01/10/1985   1    10 1985 52.76617 -0.7844495  482114
## 768      49040    01/11/2001   1    11 2001 52.76617 -0.7844495  482114
## 769      49040    02/02/1987   2     2 1987 52.76617 -0.7844495  482114
## 770      49040    03/01/1985   3     1 1985 52.76617 -0.7844495  482114
## 771      49040    03/04/1985   3     4 1985 52.76617 -0.7844495  482114
## 772      49040    04/01/1990   4     1 1990 52.76617 -0.7844495  482114
## 773      49040    04/08/1992   4     8 1992 52.76617 -0.7844495  482114
## 774      49040    04/08/1993   4     8 1993 52.76617 -0.7844495  482114
## 775      49040    05/08/1990   5     8 1990 52.76617 -0.7844495  482114
## 776      49040    05/12/1991   5    12 1991 52.76617 -0.7844495  482114
## 777      49040    07/03/2016   7     3 2016 52.76617 -0.7844495  482114
## 778      49040    07/08/1989   7     8 1989 52.76617 -0.7844495  482114
## 779      49040    07/08/1991   7     8 1991 52.76617 -0.7844495  482114
## 780      49040    07/10/2004   7    10 2004 52.76617 -0.7844495  482114
## 781      49040    09/10/1995   9    10 1995 52.76617 -0.7844495  482114
## 782      49040    09/11/1992   9    11 1992 52.76617 -0.7844495  482114
## 783      49040    11/04/2002  11     4 2002 52.76617 -0.7844495  482114
## 784      49040    12/10/2016  12    10 2016 52.76617 -0.7844495  482114
## 785      49040    13/05/2004  13     5 2004 52.76617 -0.7844495  482114
## 786      49040    14/05/1992  14     5 1992 52.76617 -0.7844495  482114
## 787      49040    14/08/1996  14     8 1996 52.76617 -0.7844495  482114
## 788      49040    14/09/1988  14     9 1988 52.76617 -0.7844495  482114
## 789      49040    15/05/2013  15     5 2013 52.76617 -0.7844495  482114
## 790      49040    16/07/1987  16     7 1987 52.76617 -0.7844495  482114
## 791      49040    16/12/1996  16    12 1996 52.76617 -0.7844495  482114
## 792      49040    17/10/2000  17    10 2000 52.76617 -0.7844495  482114
## 793      49040    17/11/1993  17    11 1993 52.76617 -0.7844495  482114
## 794      49040    18/02/1986  18     2 1986 52.76617 -0.7844495  482114
## 795      49040    18/11/1987  18    11 1987 52.76617 -0.7844495  482114
## 796      49040    20/11/1986  20    11 1986 52.76617 -0.7844495  482114
## 797      49040    20/11/1998  20    11 1998 52.76617 -0.7844495  482114
## 798      49040    21/03/2000  21     3 2000 52.76617 -0.7844495  482114
## 799      49040    21/04/1991  21     4 1991 52.76617 -0.7844495  482114
## 800      49040    21/11/1994  21    11 1994 52.76617 -0.7844495  482114
## 801      49040    24/03/1988  24     3 1988 52.76617 -0.7844495  482114
## 802      49040    24/09/2007  24     9 2007 52.76617 -0.7844495  482114
## 803      49040    24/10/2013  24    10 2013 52.76617 -0.7844495  482114
## 804      49040    25/04/1990  25     4 1990 52.76617 -0.7844495  482114
## 805      49040    25/04/2007  25     4 2007 52.76617 -0.7844495  482114
## 806      49040    25/09/2002  25     9 2002 52.76617 -0.7844495  482114
## 807      49040    26/04/1995  26     4 1995 52.76617 -0.7844495  482114
## 808      49040    27/07/1994  27     7 1994 52.76617 -0.7844495  482114
## 809      49040    27/10/1999  27    10 1999 52.76617 -0.7844495  482114
## 810      49040    27/11/1997  27    11 1997 52.76617 -0.7844495  482114
## 811      49040    28/04/1993  28     4 1993 52.76617 -0.7844495  482114
## 812      49040    29/08/1997  29     8 1997 52.76617 -0.7844495  482114
## 813      49040    30/06/1986  30     6 1986 52.76617 -0.7844495  482114
## 814      49040    30/08/1989  30     8 1989 52.76617 -0.7844495  482114
## 815      49040    30/10/1990  30    10 1990 52.76617 -0.7844495  482114
## 816      49040    31/03/1998  31     3 1998 52.76617 -0.7844495  482114
## 817      49171    03/06/1997   3     6 1997 52.95100 -1.8437111  410598
## 818      49171    05/05/1993   5     5 1993 52.95100 -1.8437111  410598
## 819      49171    05/10/2018   5    10 2018 52.95100 -1.8437111  410598
## 820      49171    05/11/2008   5    11 2008 52.95100 -1.8437111  410598
## 821      49171    06/11/1991   6    11 1991 52.95100 -1.8437111  410598
## 822      49171    06/11/2014   6    11 2014 52.95100 -1.8437111  410598
## 823      49171    07/04/2000   7     4 2000 52.95100 -1.8437111  410598
## 824      49171    07/09/2006   7     9 2006 52.95100 -1.8437111  410598
## 825      49171    08/06/1992   8     6 1992 52.95100 -1.8437111  410598
## 826      49171    08/11/2017   8    11 2017 52.95100 -1.8437111  410598
## 827      49171    09/04/2009   9     4 2009 52.95100 -1.8437111  410598
## 828      49171    09/10/1998   9    10 1998 52.95100 -1.8437111  410598
## 829      49171    10/12/1996  10    12 1996 52.95100 -1.8437111  410598
## 830      49171    11/04/2017  11     4 2017 52.95100 -1.8437111  410598
## 831      49171    12/10/2010  12    10 2010 52.95100 -1.8437111  410598
## 832      49171    14/03/1995  14     3 1995 52.95100 -1.8437111  410598
## 833      49171    14/09/1994  14     9 1994 52.95100 -1.8437111  410598
## 834      49171    14/12/2001  14    12 2001 52.95100 -1.8437111  410598
## 835      49171    15/04/1991  15     4 1991 52.95100 -1.8437111  410598
## 836      49171    15/08/2011  15     8 2011 52.95100 -1.8437111  410598
## 837      49171    16/04/2003  16     4 2003 52.95100 -1.8437111  410598
## 838      49171    16/05/2018  16     5 2018 52.95100 -1.8437111  410598
## 839      49171    17/05/1994  17     5 1994 52.95100 -1.8437111  410598
## 840      49171    19/04/2010  19     4 2010 52.95100 -1.8437111  410598
## 841      49171    19/04/2016  19     4 2016 52.95100 -1.8437111  410598
## 842      49171    19/09/2003  19     9 2003 52.95100 -1.8437111  410598
## 843      49171    19/09/2013  19     9 2013 52.95100 -1.8437111  410598
## 844      49171    19/10/2009  19    10 2009 52.95100 -1.8437111  410598
## 845      49171    19/11/2012  19    11 2012 52.95100 -1.8437111  410598
## 846      49171    20/03/2012  20     3 2012 52.95100 -1.8437111  410598
## 847      49171    20/04/2015  20     4 2015 52.95100 -1.8437111  410598
## 848      49171    20/05/1998  20     5 1998 52.95100 -1.8437111  410598
## 849      49171    20/05/2014  20     5 2014 52.95100 -1.8437111  410598
## 850      49171    20/06/1990  20     6 1990 52.95100 -1.8437111  410598
## 851      49171    20/09/2011  20     9 2011 52.95100 -1.8437111  410598
## 852      49171    21/03/2013  21     3 2013 52.95100 -1.8437111  410598
## 853      49171    22/03/1990  22     3 1990 52.95100 -1.8437111  410598
## 854      49171    22/03/2011  22     3 2011 52.95100 -1.8437111  410598
## 855      49171    23/09/2015  23     9 2015 52.95100 -1.8437111  410598
## 856      49171    23/12/1992  23    12 1992 52.95100 -1.8437111  410598
## 857      49171    24/10/2000  24    10 2000 52.95100 -1.8437111  410598
## 858      49171    25/01/1993  25     1 1993 52.95100 -1.8437111  410598
## 859      49171    25/06/2002  25     6 2002 52.95100 -1.8437111  410598
## 860      49171    25/09/1995  25     9 1995 52.95100 -1.8437111  410598
## 861      49171    25/10/2016  25    10 2016 52.95100 -1.8437111  410598
## 862      49171    25/11/1993  25    11 1993 52.95100 -1.8437111  410598
## 863      49171    26/04/2006  26     4 2006 52.95100 -1.8437111  410598
## 864      49171    26/05/1999  26     5 1999 52.95100 -1.8437111  410598
## 865      49171    26/09/1990  26     9 1990 52.95100 -1.8437111  410598
## 866      49171    26/09/2007  26     9 2007 52.95100 -1.8437111  410598
## 867      49171    28/03/1996  28     3 1996 52.95100 -1.8437111  410598
## 868      49171    28/05/2008  28     5 2008 52.95100 -1.8437111  410598
## 869      49171    28/10/1997  28    10 1997 52.95100 -1.8437111  410598
## 870      49171    29/08/2012  29     8 2012 52.95100 -1.8437111  410598
## 871      49171    31/08/1993  31     8 1993 52.95100 -1.8437111  410598
## 872      49685    01/09/1999   1     9 1999 53.07124 -1.3414209  444223
## 873      49685    01/10/1987   1    10 1987 53.07124 -1.3414209  444223
## 874      49685    01/10/1992   1    10 1992 53.07124 -1.3414209  444223
## 875      49685    03/08/1989   3     8 1989 53.07124 -1.3414209  444223
## 876      49685    04/06/1986   4     6 1986 53.07124 -1.3414209  444223
## 877      49685    04/12/2001   4    12 2001 53.07124 -1.3414209  444223
## 878      49685    05/09/1997   5     9 1997 53.07124 -1.3414209  444223
## 879      49685    05/10/1995   5    10 1995 53.07124 -1.3414209  444223
## 880      49685    05/10/2015   5    10 2015 53.07124 -1.3414209  444223
## 881      49685    06/08/1985   6     8 1985 53.07124 -1.3414209  444223
## 882      49685    07/02/1994   7     2 1994 53.07124 -1.3414209  444223
## 883      49685    07/02/1997   7     2 1997 53.07124 -1.3414209  444223
## 884      49685    07/06/2000   7     6 2000 53.07124 -1.3414209  444223
## 885      49685    09/03/1992   9     3 1992 53.07124 -1.3414209  444223
## 886      49685    09/05/1996   9     5 1996 53.07124 -1.3414209  444223
## 887      49685    09/07/1997   9     7 1997 53.07124 -1.3414209  444223
## 888      49685    09/09/1986   9     9 1986 53.07124 -1.3414209  444223
## 889      49685    10/03/1993  10     3 1993 53.07124 -1.3414209  444223
## 890      49685    10/04/2000  10     4 2000 53.07124 -1.3414209  444223
## 891      49685    10/07/1990  10     7 1990 53.07124 -1.3414209  444223
## 892      49685    11/05/2000  11     5 2000 53.07124 -1.3414209  444223
## 893      49685    11/08/2000  11     8 2000 53.07124 -1.3414209  444223
## 894      49685    11/11/2009  11    11 2009 53.07124 -1.3414209  444223
## 895      49685    11/12/1996  11    12 1996 53.07124 -1.3414209  444223
## 896      49685    12/04/2006  12     4 2006 53.07124 -1.3414209  444223
## 897      49685    12/07/2000  12     7 2000 53.07124 -1.3414209  444223
## 898      49685    12/09/2000  12     9 2000 53.07124 -1.3414209  444223
## 899      49685    13/01/1997  13     1 1997 53.07124 -1.3414209  444223
## 900      49685    14/04/2004  14     4 2004 53.07124 -1.3414209  444223
## 901      49685    14/05/2015  14     5 2015 53.07124 -1.3414209  444223
## 902      49685    14/06/1999  14     6 1999 53.07124 -1.3414209  444223
## 903      49685    14/11/1997  14    11 1997 53.07124 -1.3414209  444223
## 904      49685    15/09/1988  15     9 1988 53.07124 -1.3414209  444223
## 905      49685    15/10/1998  15    10 1998 53.07124 -1.3414209  444223
## 906      49685    16/02/1988  16     2 1988 53.07124 -1.3414209  444223
## 907      49685    16/07/1987  16     7 1987 53.07124 -1.3414209  444223
## 908      49685    17/02/1987  17     2 1987 53.07124 -1.3414209  444223
## 909      49685    17/06/1994  17     6 1994 53.07124 -1.3414209  444223
## 910      49685    17/10/1990  17    10 1990 53.07124 -1.3414209  444223
## 911      49685    18/01/2001  18     1 2001 53.07124 -1.3414209  444223
## 912      49685    18/10/2000  18    10 2000 53.07124 -1.3414209  444223
## 913      49685    19/03/1997  19     3 1997 53.07124 -1.3414209  444223
## 914      49685    20/03/1995  20     3 1995 53.07124 -1.3414209  444223
## 915      49685    20/10/2010  20    10 2010 53.07124 -1.3414209  444223
## 916      49685    21/02/1989  21     2 1989 53.07124 -1.3414209  444223
## 917      49685    21/12/1994  21    12 1994 53.07124 -1.3414209  444223
## 918      49685    23/04/1997  23     4 1997 53.07124 -1.3414209  444223
## 919      49685    23/04/2009  23     4 2009 53.07124 -1.3414209  444223
## 920      49685    24/04/2001  24     4 2001 53.07124 -1.3414209  444223
## 921      49685    24/05/2001  24     5 2001 53.07124 -1.3414209  444223
## 922      49685    24/07/1992  24     7 1992 53.07124 -1.3414209  444223
## 923      49685    25/09/2004  25     9 2004 53.07124 -1.3414209  444223
## 924      49685    26/01/2000  26     1 2000 53.07124 -1.3414209  444223
## 925      49685    26/02/1985  26     2 1985 53.07124 -1.3414209  444223
## 926      49685    27/01/1998  27     1 1998 53.07124 -1.3414209  444223
## 927      49685    27/06/1989  27     6 1989 53.07124 -1.3414209  444223
## 928      49685    27/09/1993  27     9 1993 53.07124 -1.3414209  444223
## 929      49685    28/03/1990  28     3 1990 53.07124 -1.3414209  444223
## 930      49685    28/03/1991  28     3 1991 53.07124 -1.3414209  444223
## 931      49685    28/05/1998  28     5 1998 53.07124 -1.3414209  444223
## 932      49685    28/06/1993  28     6 1993 53.07124 -1.3414209  444223
## 933      49685    28/08/2001  28     8 2001 53.07124 -1.3414209  444223
## 934      49685    29/05/2002  29     5 2002 53.07124 -1.3414209  444223
## 935      49685    29/10/2003  29    10 2003 53.07124 -1.3414209  444223
## 936      49685    30/05/2003  30     5 2003 53.07124 -1.3414209  444223
## 937      49685    30/09/1991  30     9 1991 53.07124 -1.3414209  444223
## 938      49685    30/10/2006  30    10 2006 53.07124 -1.3414209  444223
## 939      49685    30/11/2000  30    11 2000 53.07124 -1.3414209  444223
## 940      49685    31/05/2010  31     5 2010 53.07124 -1.3414209  444223
## 941      49685    31/10/1996  31    10 1996 53.07124 -1.3414209  444223
## 942      49781    01/05/2007   1     5 2007 53.08431 -1.3238433  445387
## 943      49781    01/10/1987   1    10 1987 53.08431 -1.3238433  445387
## 944      49781    01/10/1992   1    10 1992 53.08431 -1.3238433  445387
## 945      49781    02/04/1990   2     4 1990 53.08431 -1.3238433  445387
## 946      49781    03/08/1989   3     8 1989 53.08431 -1.3238433  445387
## 947      49781    03/12/1999   3    12 1999 53.08431 -1.3238433  445387
## 948      49781    04/06/1986   4     6 1986 53.08431 -1.3238433  445387
## 949      49781    05/09/1997   5     9 1997 53.08431 -1.3238433  445387
## 950      49781    05/10/2015   5    10 2015 53.08431 -1.3238433  445387
## 951      49781    06/08/1985   6     8 1985 53.08431 -1.3238433  445387
## 952      49781    07/02/1994   7     2 1994 53.08431 -1.3238433  445387
## 953      49781    07/02/1997   7     2 1997 53.08431 -1.3238433  445387
## 954      49781    07/03/2000   7     3 2000 53.08431 -1.3238433  445387
## 955      49781    07/06/2000   7     6 2000 53.08431 -1.3238433  445387
## 956      49781    07/09/1999   7     9 1999 53.08431 -1.3238433  445387
## 957      49781    08/08/2000   8     8 2000 53.08431 -1.3238433  445387
## 958      49781    09/03/1992   9     3 1992 53.08431 -1.3238433  445387
## 959      49781    09/05/1996   9     5 1996 53.08431 -1.3238433  445387
## 960      49781    09/07/1997   9     7 1997 53.08431 -1.3238433  445387
## 961      49781    09/09/1986   9     9 1986 53.08431 -1.3238433  445387
## 962      49781    10/03/1993  10     3 1993 53.08431 -1.3238433  445387
## 963      49781    10/04/2000  10     4 2000 53.08431 -1.3238433  445387
## 964      49781    10/07/1990  10     7 1990 53.08431 -1.3238433  445387
## 965      49781    11/05/2000  11     5 2000 53.08431 -1.3238433  445387
## 966      49781    11/10/1995  11    10 1995 53.08431 -1.3238433  445387
## 967      49781    11/11/2009  11    11 2009 53.08431 -1.3238433  445387
## 968      49781    11/12/1996  11    12 1996 53.08431 -1.3238433  445387
## 969      49781    12/07/2000  12     7 2000 53.08431 -1.3238433  445387
## 970      49781    12/09/2000  12     9 2000 53.08431 -1.3238433  445387
## 971      49781    13/01/1997  13     1 1997 53.08431 -1.3238433  445387
## 972      49781    14/04/2004  14     4 2004 53.08431 -1.3238433  445387
## 973      49781    14/11/1997  14    11 1997 53.08431 -1.3238433  445387
## 974      49781    15/09/1988  15     9 1988 53.08431 -1.3238433  445387
## 975      49781    15/10/1998  15    10 1998 53.08431 -1.3238433  445387
## 976      49781    16/02/1988  16     2 1988 53.08431 -1.3238433  445387
## 977      49781    16/07/1987  16     7 1987 53.08431 -1.3238433  445387
## 978      49781    17/02/1987  17     2 1987 53.08431 -1.3238433  445387
## 979      49781    17/06/1994  17     6 1994 53.08431 -1.3238433  445387
## 980      49781    17/10/1990  17    10 1990 53.08431 -1.3238433  445387
## 981      49781    18/01/2001  18     1 2001 53.08431 -1.3238433  445387
## 982      49781    18/10/2000  18    10 2000 53.08431 -1.3238433  445387
## 983      49781    19/03/1997  19     3 1997 53.08431 -1.3238433  445387
## 984      49781    20/03/1995  20     3 1995 53.08431 -1.3238433  445387
## 985      49781    20/10/2010  20    10 2010 53.08431 -1.3238433  445387
## 986      49781    21/02/1989  21     2 1989 53.08431 -1.3238433  445387
## 987      49781    21/12/1994  21    12 1994 53.08431 -1.3238433  445387
## 988      49781    21/12/2001  21    12 2001 53.08431 -1.3238433  445387
## 989      49781    23/04/1997  23     4 1997 53.08431 -1.3238433  445387
## 990      49781    23/04/2009  23     4 2009 53.08431 -1.3238433  445387
## 991      49781    24/04/2001  24     4 2001 53.08431 -1.3238433  445387
## 992      49781    24/05/2001  24     5 2001 53.08431 -1.3238433  445387
## 993      49781    24/07/1992  24     7 1992 53.08431 -1.3238433  445387
## 994      49781    25/09/2004  25     9 2004 53.08431 -1.3238433  445387
## 995      49781    26/01/2000  26     1 2000 53.08431 -1.3238433  445387
## 996      49781    26/02/1985  26     2 1985 53.08431 -1.3238433  445387
## 997      49781    26/10/2007  26    10 2007 53.08431 -1.3238433  445387
## 998      49781    27/01/1998  27     1 1998 53.08431 -1.3238433  445387
## 999      49781    27/09/1993  27     9 1993 53.08431 -1.3238433  445387
## 1000     49781    28/03/1991  28     3 1991 53.08431 -1.3238433  445387
## 1001     49781    28/05/1998  28     5 1998 53.08431 -1.3238433  445387
## 1002     49781    28/06/1993  28     6 1993 53.08431 -1.3238433  445387
## 1003     49781    28/08/2001  28     8 2001 53.08431 -1.3238433  445387
## 1004     49781    29/05/2002  29     5 2002 53.08431 -1.3238433  445387
## 1005     49781    29/10/2003  29    10 2003 53.08431 -1.3238433  445387
## 1006     49781    30/09/1991  30     9 1991 53.08431 -1.3238433  445387
## 1007     49781    30/11/2000  30    11 2000 53.08431 -1.3238433  445387
## 1008     49781    31/03/2015  31     3 2015 53.08431 -1.3238433  445387
## 1009     49781    31/05/2010  31     5 2010 53.08431 -1.3238433  445387
## 1010     49781    31/10/1996  31    10 1996 53.08431 -1.3238433  445387
## 1011     49881    01/07/1985   1     7 1985 52.46394 -1.6805148  421803
## 1012     49881    01/11/1989   1    11 1989 52.46394 -1.6805148  421803
## 1013     49881    03/06/1996   3     6 1996 52.46394 -1.6805148  421803
## 1014     49881    03/11/2004   3    11 2004 52.46394 -1.6805148  421803
## 1015     49881    06/07/1992   6     7 1992 52.46394 -1.6805148  421803
## 1016     49881    06/09/1983   6     9 1983 52.46394 -1.6805148  421803
## 1017     49881    07/06/1983   7     6 1983 52.46394 -1.6805148  421803
## 1018     49881    07/08/1990   7     8 1990 52.46394 -1.6805148  421803
## 1019     49881    07/09/1987   7     9 1987 52.46394 -1.6805148  421803
## 1020     49881    07/11/1994   7    11 1994 52.46394 -1.6805148  421803
## 1021     49881    08/03/1984   8     3 1984 52.46394 -1.6805148  421803
## 1022     49881    08/09/1982   8     9 1982 52.46394 -1.6805148  421803
## 1023     49881    08/11/1983   8    11 1983 52.46394 -1.6805148  421803
## 1024     49881    09/05/1995   9     5 1995 52.46394 -1.6805148  421803
## 1025     49881    11/12/2001  11    12 2001 52.46394 -1.6805148  421803
## 1026     49881    12/03/2003  12     3 2003 52.46394 -1.6805148  421803
## 1027     49881    14/03/1994  14     3 1994 52.46394 -1.6805148  421803
## 1028     49881    15/02/1988  15     2 1988 52.46394 -1.6805148  421803
## 1029     49881    15/03/2007  15     3 2007 52.46394 -1.6805148  421803
## 1030     49881    16/04/1991  16     4 1991 52.46394 -1.6805148  421803
## 1031     49881    16/05/1990  16     5 1990 52.46394 -1.6805148  421803
## 1032     49881    16/06/1999  16     6 1999 52.46394 -1.6805148  421803
## 1033     49881    17/02/1983  17     2 1983 52.46394 -1.6805148  421803
## 1034     49881    17/03/1987  17     3 1987 52.46394 -1.6805148  421803
## 1035     49881    17/05/1993  17     5 1993 52.46394 -1.6805148  421803
## 1036     49881    17/06/1997  17     6 1997 52.46394 -1.6805148  421803
## 1037     49881    18/02/1985  18     2 1985 52.46394 -1.6805148  421803
## 1038     49881    18/07/1988  18     7 1988 52.46394 -1.6805148  421803
## 1039     49881    18/09/2000  18     9 2000 52.46394 -1.6805148  421803
## 1040     49881    18/10/1993  18    10 1993 52.46394 -1.6805148  421803
## 1041     49881    18/11/1985  18    11 1985 52.46394 -1.6805148  421803
## 1042     49881    20/03/2000  20     3 2000 52.46394 -1.6805148  421803
## 1043     49881    20/06/1994  20     6 1994 52.46394 -1.6805148  421803
## 1044     49881    20/10/1982  20    10 1982 52.46394 -1.6805148  421803
## 1045     49881    21/01/1998  21     1 1998 52.46394 -1.6805148  421803
## 1046     49881    21/09/2006  21     9 2006 52.46394 -1.6805148  421803
## 1047     49881    21/10/1991  21    10 1991 52.46394 -1.6805148  421803
## 1048     49881    21/11/1988  21    11 1988 52.46394 -1.6805148  421803
## 1049     49881    21/11/1990  21    11 1990 52.46394 -1.6805148  421803
## 1050     49881    22/10/1992  22    10 1992 52.46394 -1.6805148  421803
## 1051     49881    22/11/2007  22    11 2007 52.46394 -1.6805148  421803
## 1052     49881    23/03/1992  23     3 1992 52.46394 -1.6805148  421803
## 1053     49881    23/09/1996  23     9 1996 52.46394 -1.6805148  421803
## 1054     49881    24/01/1983  24     1 1983 52.46394 -1.6805148  421803
## 1055     49881    24/02/1993  24     2 1993 52.46394 -1.6805148  421803
## 1056     49881    24/03/2006  24     3 2006 52.46394 -1.6805148  421803
## 1057     49881    25/05/1989  25     5 1989 52.46394 -1.6805148  421803
## 1058     49881    27/05/1998  27     5 1998 52.46394 -1.6805148  421803
## 1059     49881    28/04/1986  28     4 1986 52.46394 -1.6805148  421803
## 1060     49881    28/05/2004  28     5 2004 52.46394 -1.6805148  421803
## 1061     49881    29/09/1986  29     9 1986 52.46394 -1.6805148  421803
## 1062     49881    30/10/1995  30    10 1995 52.46394 -1.6805148  421803
## 1063     49881    30/11/1998  30    11 1998 52.46394 -1.6805148  421803
## 1064     50020    02/05/2003   2     5 2003 52.68348 -1.2286142  452244
## 1065     50020    02/07/1991   2     7 1991 52.68348 -1.2286142  452244
## 1066     50020    02/09/2015   2     9 2015 52.68348 -1.2286142  452244
## 1067     50020    02/10/2013   2    10 2013 52.68348 -1.2286142  452244
## 1068     50020    02/11/2004   2    11 2004 52.68348 -1.2286142  452244
## 1069     50020    03/04/1991   3     4 1991 52.68348 -1.2286142  452244
## 1070     50020    03/04/2017   3     4 2017 52.68348 -1.2286142  452244
## 1071     50020    04/04/1997   4     4 1997 52.68348 -1.2286142  452244
## 1072     50020    04/04/2005   4     4 2005 52.68348 -1.2286142  452244
## 1073     50020    05/10/1987   5    10 1987 52.68348 -1.2286142  452244
## 1074     50020    05/10/1996   5    10 1996 52.68348 -1.2286142  452244
## 1075     50020    05/12/1988   5    12 1988 52.68348 -1.2286142  452244
## 1076     50020    06/11/2017   6    11 2017 52.68348 -1.2286142  452244
## 1077     50020    07/08/2007   7     8 2007 52.68348 -1.2286142  452244
## 1078     50020    07/10/1991   7    10 1991 52.68348 -1.2286142  452244
## 1079     50020    07/10/2010   7    10 2010 52.68348 -1.2286142  452244
## 1080     50020    08/02/1987   8     2 1987 52.68348 -1.2286142  452244
## 1081     50020    08/03/1995   8     3 1995 52.68348 -1.2286142  452244
## 1082     50020    08/07/1992   8     7 1992 52.68348 -1.2286142  452244
## 1083     50020    08/08/1995   8     8 1995 52.68348 -1.2286142  452244
## 1084     50020    08/11/1999   8    11 1999 52.68348 -1.2286142  452244
## 1085     50020    09/03/1992   9     3 1992 52.68348 -1.2286142  452244
## 1086     50020    09/05/2013   9     5 2013 52.68348 -1.2286142  452244
## 1087     50020    09/05/2018   9     5 2018 52.68348 -1.2286142  452244
## 1088     50020    09/12/1985   9    12 1985 52.68348 -1.2286142  452244
## 1089     50020    10/04/2000  10     4 2000 52.68348 -1.2286142  452244
## 1090     50020    10/10/2016  10    10 2016 52.68348 -1.2286142  452244
## 1091     50020    11/03/1993  11     3 1993 52.68348 -1.2286142  452244
## 1092     50020    11/07/1986  11     7 1986 52.68348 -1.2286142  452244
## 1093     50020    11/09/2018  11     9 2018 52.68348 -1.2286142  452244
## 1094     50020    12/06/1996  12     6 1996 52.68348 -1.2286142  452244
## 1095     50020    12/07/2006  12     7 2006 52.68348 -1.2286142  452244
## 1096     50020    12/08/2008  12     8 2008 52.68348 -1.2286142  452244
## 1097     50020    12/12/1986  12    12 1986 52.68348 -1.2286142  452244
## 1098     50020    13/03/1986  13     3 1986 52.68348 -1.2286142  452244
## 1099     50020    13/04/2016  13     4 2016 52.68348 -1.2286142  452244
## 1100     50020    13/07/1999  13     7 1999 52.68348 -1.2286142  452244
## 1101     50020    13/11/2008  13    11 2008 52.68348 -1.2286142  452244
## 1102     50020    15/04/1985  15     4 1985 52.68348 -1.2286142  452244
## 1103     50020    15/09/2011  15     9 2011 52.68348 -1.2286142  452244
## 1104     50020    17/04/1990  17     4 1990 52.68348 -1.2286142  452244
## 1105     50020    17/05/1988  17     5 1988 52.68348 -1.2286142  452244
## 1106     50020    17/05/2011  17     5 2011 52.68348 -1.2286142  452244
## 1107     50020    17/08/2001  17     8 2001 52.68348 -1.2286142  452244
## 1108     50020    17/09/2012  17     9 2012 52.68348 -1.2286142  452244
## 1109     50020    18/07/1985  18     7 1985 52.68348 -1.2286142  452244
## 1110     50020    18/07/1990  18     7 1990 52.68348 -1.2286142  452244
## 1111     50020    18/08/2009  18     8 2009 52.68348 -1.2286142  452244
## 1112     50020    19/08/2003  19     8 2003 52.68348 -1.2286142  452244
## 1113     50020    19/08/2005  19     8 2005 52.68348 -1.2286142  452244
## 1114     50020    19/10/1994  19    10 1994 52.68348 -1.2286142  452244
## 1115     50020    19/10/2009  19    10 2009 52.68348 -1.2286142  452244
## 1116     50020    19/12/1993  19    12 1993 52.68348 -1.2286142  452244
## 1117     50020    20/04/1999  20     4 1999 52.68348 -1.2286142  452244
## 1118     50020    20/07/1989  20     7 1989 52.68348 -1.2286142  452244
## 1119     50020    20/10/2000  20    10 2000 52.68348 -1.2286142  452244
## 1120     50020    20/11/2001  20    11 2001 52.68348 -1.2286142  452244
## 1121     50020    21/03/2014  21     3 2014 52.68348 -1.2286142  452244
## 1122     50020    21/10/2002  21    10 2002 52.68348 -1.2286142  452244
## 1123     50020    22/02/1994  22     2 1994 52.68348 -1.2286142  452244
## 1124     50020    22/04/1998  22     4 1998 52.68348 -1.2286142  452244
## 1125     50020    22/06/1987  22     6 1987 52.68348 -1.2286142  452244
## 1126     50020    22/07/2004  22     7 2004 52.68348 -1.2286142  452244
## 1127     50020    22/07/2011  22     7 2011 52.68348 -1.2286142  452244
## 1128     50020    22/09/2003  22     9 2003 52.68348 -1.2286142  452244
## 1129     50020    23/05/2012  23     5 2012 52.68348 -1.2286142  452244
## 1130     50020    23/10/2007  23    10 2007 52.68348 -1.2286142  452244
## 1131     50020    24/04/2009  24     4 2009 52.68348 -1.2286142  452244
## 1132     50020    24/10/2014  24    10 2014 52.68348 -1.2286142  452244
## 1133     50020    24/11/1998  24    11 1998 52.68348 -1.2286142  452244
## 1134     50020    25/05/2007  25     5 2007 52.68348 -1.2286142  452244
## 1135     50020    25/10/2005  25    10 2005 52.68348 -1.2286142  452244
## 1136     50020    26/03/2004  26     3 2004 52.68348 -1.2286142  452244
## 1137     50020    26/10/1995  26    10 1995 52.68348 -1.2286142  452244
## 1138     50020    27/08/1998  27     8 1998 52.68348 -1.2286142  452244
## 1139     50020    28/05/2008  28     5 2008 52.68348 -1.2286142  452244
## 1140     50020    28/06/1993  28     6 1993 52.68348 -1.2286142  452244
## 1141     50020    28/08/1997  28     8 1997 52.68348 -1.2286142  452244
## 1142     50020    28/08/2002  28     8 2002 52.68348 -1.2286142  452244
## 1143     50020    29/04/1996  29     4 1996 52.68348 -1.2286142  452244
## 1144     50020    29/04/2010  29     4 2010 52.68348 -1.2286142  452244
## 1145     50020    29/04/2015  29     4 2015 52.68348 -1.2286142  452244
## 1146     50020    29/05/2002  29     5 2002 52.68348 -1.2286142  452244
## 1147     50020    29/09/1992  29     9 1992 52.68348 -1.2286142  452244
## 1148     50020    29/09/2006  29     9 2006 52.68348 -1.2286142  452244
## 1149     50020    29/10/1990  29    10 1990 52.68348 -1.2286142  452244
## 1150     50020    30/06/1997  30     6 1997 52.68348 -1.2286142  452244
## 1151     50020    31/05/2006  31     5 2006 52.68348 -1.2286142  452244
## 1152     50020    31/07/2000  31     7 2000 52.68348 -1.2286142  452244
## 1153     50031    01/05/2013   1     5 2013 52.83075 -1.9289073  404887
## 1154     50031    01/06/1992   1     6 1992 52.83075 -1.9289073  404887
## 1155     50031    01/09/2016   1     9 2016 52.83075 -1.9289073  404887
## 1156     50031    01/11/2017   1    11 2017 52.83075 -1.9289073  404887
## 1157     50031    02/10/1985   2    10 1985 52.83075 -1.9289073  404887
## 1158     50031    03/05/2018   3     5 2018 52.83075 -1.9289073  404887
## 1159     50031    03/09/2013   3     9 2013 52.83075 -1.9289073  404887
## 1160     50031    04/09/2002   4     9 2002 52.83075 -1.9289073  404887
## 1161     50031    05/05/2010   5     5 2010 52.83075 -1.9289073  404887
## 1162     50031    05/07/1988   5     7 1988 52.83075 -1.9289073  404887
## 1163     50031    05/10/2009   5    10 2009 52.83075 -1.9289073  404887
## 1164     50031    05/11/1990   5    11 1990 52.83075 -1.9289073  404887
## 1165     50031    06/04/1994   6     4 1994 52.83075 -1.9289073  404887
## 1166     50031    06/10/1986   6    10 1986 52.83075 -1.9289073  404887
## 1167     50031    06/10/2000   6    10 2000 52.83075 -1.9289073  404887
## 1168     50031    07/04/2003   7     4 2003 52.83075 -1.9289073  404887
## 1169     50031    07/05/2014   7     5 2014 52.83075 -1.9289073  404887
## 1170     50031    08/10/1987   8    10 1987 52.83075 -1.9289073  404887
## 1171     50031    08/11/1993   8    11 1993 52.83075 -1.9289073  404887
## 1172     50031    09/01/1995   9     1 1995 52.83075 -1.9289073  404887
## 1173     50031    09/04/2008   9     4 2008 52.83075 -1.9289073  404887
## 1174     50031    09/10/2001   9    10 2001 52.83075 -1.9289073  404887
## 1175     50031    09/10/2018   9    10 2018 52.83075 -1.9289073  404887
## 1176     50031    10/04/2015  10     4 2015 52.83075 -1.9289073  404887
## 1177     50031    10/10/1988  10    10 1988 52.83075 -1.9289073  404887
## 1178     50031    10/10/1997  10    10 1997 52.83075 -1.9289073  404887
## 1179     50031    10/11/1995  10    11 1995 52.83075 -1.9289073  404887
## 1180     50031    11/03/1985  11     3 1985 52.83075 -1.9289073  404887
## 1181     50031    11/04/2000  11     4 2000 52.83075 -1.9289073  404887
## 1182     50031    11/04/2017  11     4 2017 52.83075 -1.9289073  404887
## 1183     50031    11/05/2007  11     5 2007 52.83075 -1.9289073  404887
## 1184     50031    13/08/2013  13     8 2013 52.83075 -1.9289073  404887
## 1185     50031    13/10/2011  13    10 2011 52.83075 -1.9289073  404887
## 1186     50031    13/12/1988  13    12 1988 52.83075 -1.9289073  404887
## 1187     50031    14/04/2016  14     4 2016 52.83075 -1.9289073  404887
## 1188     50031    14/07/1993  14     7 1993 52.83075 -1.9289073  404887
## 1189     50031    15/03/2005  15     3 2005 52.83075 -1.9289073  404887
## 1190     50031    15/04/1985  15     4 1985 52.83075 -1.9289073  404887
## 1191     50031    15/06/1988  15     6 1988 52.83075 -1.9289073  404887
## 1192     50031    16/02/1992  16     2 1992 52.83075 -1.9289073  404887
## 1193     50031    17/07/1985  17     7 1985 52.83075 -1.9289073  404887
## 1194     50031    17/07/1989  17     7 1989 52.83075 -1.9289073  404887
## 1195     50031    17/11/1998  17    11 1998 52.83075 -1.9289073  404887
## 1196     50031    18/04/1996  18     4 1996 52.83075 -1.9289073  404887
## 1197     50031    18/04/2011  18     4 2011 52.83075 -1.9289073  404887
## 1198     50031    18/05/1990  18     5 1990 52.83075 -1.9289073  404887
## 1199     50031    18/09/2008  18     9 2008 52.83075 -1.9289073  404887
## 1200     50031    18/12/1985  18    12 1985 52.83075 -1.9289073  404887
## 1201     50031    19/07/1990  19     7 1990 52.83075 -1.9289073  404887
## 1202     50031    20/02/1991  20     2 1991 52.83075 -1.9289073  404887
## 1203     50031    20/03/2012  20     3 2012 52.83075 -1.9289073  404887
## 1204     50031    20/10/1987  20    10 1987 52.83075 -1.9289073  404887
## 1205     50031    21/01/1988  21     1 1988 52.83075 -1.9289073  404887
## 1206     50031    21/03/2006  21     3 2006 52.83075 -1.9289073  404887
## 1207     50031    21/04/1998  21     4 1998 52.83075 -1.9289073  404887
## 1208     50031    21/05/2009  21     5 2009 52.83075 -1.9289073  404887
## 1209     50031    21/09/2005  21     9 2005 52.83075 -1.9289073  404887
## 1210     50031    22/04/1986  22     4 1986 52.83075 -1.9289073  404887
## 1211     50031    22/05/1995  22     5 1995 52.83075 -1.9289073  404887
## 1212     50031    22/08/2012  22     8 2012 52.83075 -1.9289073  404887
## 1213     50031    23/01/1987  23     1 1987 52.83075 -1.9289073  404887
## 1214     50031    23/09/2014  23     9 2014 52.83075 -1.9289073  404887
## 1215     50031    23/09/2015  23     9 2015 52.83075 -1.9289073  404887
## 1216     50031    24/03/1987  24     3 1987 52.83075 -1.9289073  404887
## 1217     50031    24/06/1986  24     6 1986 52.83075 -1.9289073  404887
## 1218     50031    25/02/1988  25     2 1988 52.83075 -1.9289073  404887
## 1219     50031    26/02/1999  26     2 1999 52.83075 -1.9289073  404887
## 1220     50031    26/04/2002  26     4 2002 52.83075 -1.9289073  404887
## 1221     50031    27/05/1997  27     5 1997 52.83075 -1.9289073  404887
## 1222     50031    27/09/1996  27     9 1996 52.83075 -1.9289073  404887
## 1223     50031    28/04/2004  28     4 2004 52.83075 -1.9289073  404887
## 1224     50031    28/09/2010  28     9 2010 52.83075 -1.9289073  404887
## 1225     50031    29/06/1987  29     6 1987 52.83075 -1.9289073  404887
## 1226     50031    29/07/1991  29     7 1991 52.83075 -1.9289073  404887
## 1227     50031    29/09/1992  29     9 1992 52.83075 -1.9289073  404887
## 1228     50031    29/10/2003  29    10 2003 52.83075 -1.9289073  404887
## 1229     50031    30/03/1993  30     3 1993 52.83075 -1.9289073  404887
## 1230     50031    30/06/1987  30     6 1987 52.83075 -1.9289073  404887
## 1231     50031    30/10/2007  30    10 2007 52.83075 -1.9289073  404887
## 1232     50031    30/11/1989  30    11 1989 52.83075 -1.9289073  404887
## 1233     50031    31/10/1991  31    10 1991 52.83075 -1.9289073  404887
## 1234     50031    31/10/2012  31    10 2012 52.83075 -1.9289073  404887
## 1235     50139    01/09/2016   1     9 2016 52.74768 -2.8320178  343934
## 1236     50139    02/09/2015   2     9 2015 52.74768 -2.8320178  343934
## 1237     50139    02/11/2010   2    11 2010 52.74768 -2.8320178  343934
## 1238     50139    03/04/1995   3     4 1995 52.74768 -2.8320178  343934
## 1239     50139    03/10/2017   3    10 2017 52.74768 -2.8320178  343934
## 1240     50139    04/08/2006   4     8 2006 52.74768 -2.8320178  343934
## 1241     50139    04/12/1997   4    12 1997 52.74768 -2.8320178  343934
## 1242     50139    05/04/2007   5     4 2007 52.74768 -2.8320178  343934
## 1243     50139    05/11/1992   5    11 1992 52.74768 -2.8320178  343934
## 1244     50139    06/04/1993   6     4 1993 52.74768 -2.8320178  343934
## 1245     50139    07/04/2010   7     4 2010 52.74768 -2.8320178  343934
## 1246     50139    07/05/1991   7     5 1991 52.74768 -2.8320178  343934
## 1247     50139    07/08/2007   7     8 2007 52.74768 -2.8320178  343934
## 1248     50139    07/10/2009   7    10 2009 52.74768 -2.8320178  343934
## 1249     50139    08/07/1988   8     7 1988 52.74768 -2.8320178  343934
## 1250     50139    08/07/1997   8     7 1997 52.74768 -2.8320178  343934
## 1251     50139    09/03/2015   9     3 2015 52.74768 -2.8320178  343934
## 1252     50139    09/04/2013   9     4 2013 52.74768 -2.8320178  343934
## 1253     50139    09/05/2017   9     5 2017 52.74768 -2.8320178  343934
## 1254     50139    09/08/2010   9     8 2010 52.74768 -2.8320178  343934
## 1255     50139    09/10/1995   9    10 1995 52.74768 -2.8320178  343934
## 1256     50139    10/05/2011  10     5 2011 52.74768 -2.8320178  343934
## 1257     50139    11/09/2018  11     9 2018 52.74768 -2.8320178  343934
## 1258     50139    11/10/2012  11    10 2012 52.74768 -2.8320178  343934
## 1259     50139    12/09/2003  12     9 2003 52.74768 -2.8320178  343934
## 1260     50139    13/07/2009  13     7 2009 52.74768 -2.8320178  343934
## 1261     50139    13/10/1998  13    10 1998 52.74768 -2.8320178  343934
## 1262     50139    15/05/1998  15     5 1998 52.74768 -2.8320178  343934
## 1263     50139    15/05/2008  15     5 2008 52.74768 -2.8320178  343934
## 1264     50139    15/10/2007  15    10 2007 52.74768 -2.8320178  343934
## 1265     50139    16/04/2003  16     4 2003 52.74768 -2.8320178  343934
## 1266     50139    17/03/2014  17     3 2014 52.74768 -2.8320178  343934
## 1267     50139    17/10/2001  17    10 2001 52.74768 -2.8320178  343934
## 1268     50139    18/03/1994  18     3 1994 52.74768 -2.8320178  343934
## 1269     50139    18/06/1993  18     6 1993 52.74768 -2.8320178  343934
## 1270     50139    18/08/2008  18     8 2008 52.74768 -2.8320178  343934
## 1271     50139    18/09/2013  18     9 2013 52.74768 -2.8320178  343934
## 1272     50139    19/03/1990  19     3 1990 52.74768 -2.8320178  343934
## 1273     50139    19/03/1992  19     3 1992 52.74768 -2.8320178  343934
## 1274     50139    19/03/2009  19     3 2009 52.74768 -2.8320178  343934
## 1275     50139    19/04/2006  19     4 2006 52.74768 -2.8320178  343934
## 1276     50139    20/03/2012  20     3 2012 52.74768 -2.8320178  343934
## 1277     50139    20/07/1992  20     7 1992 52.74768 -2.8320178  343934
## 1278     50139    21/09/2006  21     9 2006 52.74768 -2.8320178  343934
## 1279     50139    21/09/2011  21     9 2011 52.74768 -2.8320178  343934
## 1280     50139    21/10/1991  21    10 1991 52.74768 -2.8320178  343934
## 1281     50139    21/10/1993  21    10 1993 52.74768 -2.8320178  343934
## 1282     50139    22/03/2016  22     3 2016 52.74768 -2.8320178  343934
## 1283     50139    22/05/2018  22     5 2018 52.74768 -2.8320178  343934
## 1284     50139    22/10/1990  22    10 1990 52.74768 -2.8320178  343934
## 1285     50139    23/10/2008  23    10 2008 52.74768 -2.8320178  343934
## 1286     50139    23/11/1989  23    11 1989 52.74768 -2.8320178  343934
## 1287     50139    24/11/1994  24    11 1994 52.74768 -2.8320178  343934
## 1288     50139    25/04/1996  25     4 1996 52.74768 -2.8320178  343934
## 1289     50139    25/06/1991  25     6 1991 52.74768 -2.8320178  343934
## 1290     50139    25/10/1989  25    10 1989 52.74768 -2.8320178  343934
## 1291     50139    28/11/1996  28    11 1996 52.74768 -2.8320178  343934
## 1292     50139    29/10/2014  29    10 2014 52.74768 -2.8320178  343934
## 1293     50139    30/03/2000  30     3 2000 52.74768 -2.8320178  343934
## 1294     50139    30/07/1990  30     7 1990 52.74768 -2.8320178  343934
## 1295     50257    01/10/2002   1    10 2002 52.73234 -2.8425958  343200
## 1296     50257    01/12/1989   1    12 1989 52.73234 -2.8425958  343200
## 1297     50257    02/05/2006   2     5 2006 52.73234 -2.8425958  343200
## 1298     50257    02/08/2006   2     8 2006 52.73234 -2.8425958  343200
## 1299     50257    04/03/2004   4     3 2004 52.73234 -2.8425958  343200
## 1300     50257    04/04/2002   4     4 2002 52.73234 -2.8425958  343200
## 1301     50257    04/04/2007   4     4 2007 52.73234 -2.8425958  343200
## 1302     50257    04/07/1993   4     7 1993 52.73234 -2.8425958  343200
## 1303     50257    05/05/1994   5     5 1994 52.73234 -2.8425958  343200
## 1304     50257    05/05/2011   5     5 2011 52.73234 -2.8425958  343200
## 1305     50257    06/05/1992   6     5 1992 52.73234 -2.8425958  343200
## 1306     50257    06/05/1999   6     5 1999 52.73234 -2.8425958  343200
## 1307     50257    07/05/1991   7     5 1991 52.73234 -2.8425958  343200
## 1308     50257    07/07/1997   7     7 1997 52.73234 -2.8425958  343200
## 1309     50257    07/11/1988   7    11 1988 52.73234 -2.8425958  343200
## 1310     50257    09/09/1994   9     9 1994 52.73234 -2.8425958  343200
## 1311     50257    09/11/1990   9    11 1990 52.73234 -2.8425958  343200
## 1312     50257    10/03/2010  10     3 2010 52.73234 -2.8425958  343200
## 1313     50257    11/04/1995  11     4 1995 52.73234 -2.8425958  343200
## 1314     50257    11/10/2007  11    10 2007 52.73234 -2.8425958  343200
## 1315     50257    12/08/2009  12     8 2009 52.73234 -2.8425958  343200
## 1316     50257    13/05/1998  13     5 1998 52.73234 -2.8425958  343200
## 1317     50257    13/10/2009  13    10 2009 52.73234 -2.8425958  343200
## 1318     50257    14/08/1995  14     8 1995 52.73234 -2.8425958  343200
## 1319     50257    15/05/2008  15     5 2008 52.73234 -2.8425958  343200
## 1320     50257    15/06/2005  15     6 2005 52.73234 -2.8425958  343200
## 1321     50257    17/07/1989  17     7 1989 52.73234 -2.8425958  343200
## 1322     50257    17/08/2007  17     8 2007 52.73234 -2.8425958  343200
## 1323     50257    17/11/2004  17    11 2004 52.73234 -2.8425958  343200
## 1324     50257    18/10/2010  18    10 2010 52.73234 -2.8425958  343200
## 1325     50257    19/03/2009  19     3 2009 52.73234 -2.8425958  343200
## 1326     50257    19/12/1996  19    12 1996 52.73234 -2.8425958  343200
## 1327     50257    20/07/1992  20     7 1992 52.73234 -2.8425958  343200
## 1328     50257    20/07/2010  20     7 2010 52.73234 -2.8425958  343200
## 1329     50257    21/06/1988  21     6 1988 52.73234 -2.8425958  343200
## 1330     50257    22/03/1990  22     3 1990 52.73234 -2.8425958  343200
## 1331     50257    22/07/1991  22     7 1991 52.73234 -2.8425958  343200
## 1332     50257    22/09/1989  22     9 1989 52.73234 -2.8425958  343200
## 1333     50257    23/03/2000  23     3 2000 52.73234 -2.8425958  343200
## 1334     50257    23/08/1990  23     8 1990 52.73234 -2.8425958  343200
## 1335     50257    23/10/1991  23    10 1991 52.73234 -2.8425958  343200
## 1336     50257    23/10/1995  23    10 1995 52.73234 -2.8425958  343200
## 1337     50257    24/12/2001  24    12 2001 52.73234 -2.8425958  343200
## 1338     50257    25/04/1991  25     4 1991 52.73234 -2.8425958  343200
## 1339     50257    25/04/1994  25     4 1994 52.73234 -2.8425958  343200
## 1340     50257    26/09/2001  26     9 2001 52.73234 -2.8425958  343200
## 1341     50257    28/06/1993  28     6 1993 52.73234 -2.8425958  343200
## 1342     50257    29/03/1993  29     3 1993 52.73234 -2.8425958  343200
## 1343     50257    29/09/2006  29     9 2006 52.73234 -2.8425958  343200
## 1344     50257    29/12/1992  29    12 1992 52.73234 -2.8425958  343200
## 1345     50257    30/04/1996  30     4 1996 52.73234 -2.8425958  343200
## 1346     50440    01/05/2009   1     5 2009 53.00934 -1.7659423  415802
## 1347     50440    01/12/1993   1    12 1993 53.00934 -1.7659423  415802
## 1348     50440    02/04/1985   2     4 1985 53.00934 -1.7659423  415802
## 1349     50440    03/10/1990   3    10 1990 53.00934 -1.7659423  415802
## 1350     50440    04/03/2003   4     3 2003 53.00934 -1.7659423  415802
## 1351     50440    04/07/1985   4     7 1985 53.00934 -1.7659423  415802
## 1352     50440    04/11/2008   4    11 2008 53.00934 -1.7659423  415802
## 1353     50440    05/06/1985   5     6 1985 53.00934 -1.7659423  415802
## 1354     50440    05/09/2001   5     9 2001 53.00934 -1.7659423  415802
## 1355     50440    07/01/1985   7     1 1985 53.00934 -1.7659423  415802
## 1356     50440    07/10/2013   7    10 2013 53.00934 -1.7659423  415802
## 1357     50440    08/05/1986   8     5 1986 53.00934 -1.7659423  415802
## 1358     50440    08/09/2017   8     9 2017 53.00934 -1.7659423  415802
## 1359     50440    09/09/2010   9     9 2010 53.00934 -1.7659423  415802
## 1360     50440    10/03/2010  10     3 2010 53.00934 -1.7659423  415802
## 1361     50440    11/05/1994  11     5 1994 53.00934 -1.7659423  415802
## 1362     50440    13/03/2000  13     3 2000 53.00934 -1.7659423  415802
## 1363     50440    13/09/1989  13     9 1989 53.00934 -1.7659423  415802
## 1364     50440    13/09/2002  13     9 2002 53.00934 -1.7659423  415802
## 1365     50440    14/03/1995  14     3 1995 53.00934 -1.7659423  415802
## 1366     50440    14/09/2009  14     9 2009 53.00934 -1.7659423  415802
## 1367     50440    16/03/1999  16     3 1999 53.00934 -1.7659423  415802
## 1368     50440    16/04/2002  16     4 2002 53.00934 -1.7659423  415802
## 1369     50440    16/05/2012  16     5 2012 53.00934 -1.7659423  415802
## 1370     50440    16/07/1986  16     7 1986 53.00934 -1.7659423  415802
## 1371     50440    16/09/2003  16     9 2003 53.00934 -1.7659423  415802
## 1372     50440    17/03/1998  17     3 1998 53.00934 -1.7659423  415802
## 1373     50440    17/07/1991  17     7 1991 53.00934 -1.7659423  415802
## 1374     50440    18/02/1992  18     2 1992 53.00934 -1.7659423  415802
## 1375     50440    18/09/1985  18     9 1985 53.00934 -1.7659423  415802
## 1376     50440    18/11/1998  18    11 1998 53.00934 -1.7659423  415802
## 1377     50440    19/06/1990  19     6 1990 53.00934 -1.7659423  415802
## 1378     50440    19/08/1997  19     8 1997 53.00934 -1.7659423  415802
## 1379     50440    20/03/1990  20     3 1990 53.00934 -1.7659423  415802
## 1380     50440    20/04/2007  20     4 2007 53.00934 -1.7659423  415802
## 1381     50440    20/07/1993  20     7 1993 53.00934 -1.7659423  415802
## 1382     50440    20/09/1995  20     9 1995 53.00934 -1.7659423  415802
## 1383     50440    21/03/2013  21     3 2013 53.00934 -1.7659423  415802
## 1384     50440    21/10/2005  21    10 2005 53.00934 -1.7659423  415802
## 1385     50440    21/11/1983  21    11 1983 53.00934 -1.7659423  415802
## 1386     50440    21/12/2000  21    12 2000 53.00934 -1.7659423  415802
## 1387     50440    22/02/1988  22     2 1988 53.00934 -1.7659423  415802
## 1388     50440    22/06/1992  22     6 1992 53.00934 -1.7659423  415802
## 1389     50440    22/12/1986  22    12 1986 53.00934 -1.7659423  415802
## 1390     50440    23/09/1996  23     9 1996 53.00934 -1.7659423  415802
## 1391     50440    23/11/1987  23    11 1987 53.00934 -1.7659423  415802
## 1392     50440    24/04/2017  24     4 2017 53.00934 -1.7659423  415802
## 1393     50440    24/08/1994  24     8 1994 53.00934 -1.7659423  415802
## 1394     50440    25/02/1985  25     2 1985 53.00934 -1.7659423  415802
## 1395     50440    25/03/1991  25     3 1991 53.00934 -1.7659423  415802
## 1396     50440    25/09/2014  25     9 2014 53.00934 -1.7659423  415802
## 1397     50440    25/10/1988  25    10 1988 53.00934 -1.7659423  415802
## 1398     50440    26/06/1989  26     6 1989 53.00934 -1.7659423  415802
## 1399     50440    26/10/1991  26    10 1991 53.00934 -1.7659423  415802
## 1400     50440    27/06/1988  27     6 1988 53.00934 -1.7659423  415802
## 1401     50440    27/09/2007  27     9 2007 53.00934 -1.7659423  415802
## 1402     50440    28/03/2014  28     3 2014 53.00934 -1.7659423  415802
## 1403     50440    28/04/2005  28     4 2005 53.00934 -1.7659423  415802
## 1404     50440    28/05/2008  28     5 2008 53.00934 -1.7659423  415802
## 1405     50440    28/07/1987  28     7 1987 53.00934 -1.7659423  415802
## 1406     50440    28/07/1997  28     7 1997 53.00934 -1.7659423  415802
## 1407     50440    28/10/1997  28    10 1997 53.00934 -1.7659423  415802
## 1408     50440    29/08/1985  29     8 1985 53.00934 -1.7659423  415802
## 1409     50440    30/03/1987  30     3 1987 53.00934 -1.7659423  415802
## 1410     50440    30/03/1993  30     3 1993 53.00934 -1.7659423  415802
## 1411     50440    30/05/1996  30     5 1996 53.00934 -1.7659423  415802
## 1412     50440    30/06/1982  30     6 1982 53.00934 -1.7659423  415802
## 1413     50440    31/10/1992  31    10 1992 53.00934 -1.7659423  415802
## 1414     50440    31/10/2012  31    10 2012 53.00934 -1.7659423  415802
## 1415     50766    02/04/2014   2     4 2014 52.79821 -3.1250671  324241
## 1416     50766    02/09/2015   2     9 2015 52.79821 -3.1250671  324241
## 1417     50766    04/09/2002   4     9 2002 52.79821 -3.1250671  324241
## 1418     50766    04/10/2017   4    10 2017 52.79821 -3.1250671  324241
## 1419     50766    04/11/2004   4    11 2004 52.79821 -3.1250671  324241
## 1420     50766    06/04/2009   6     4 2009 52.79821 -3.1250671  324241
## 1421     50766    06/11/2006   6    11 2006 52.79821 -3.1250671  324241
## 1422     50766    06/12/1991   6    12 1991 52.79821 -3.1250671  324241
## 1423     50766    07/08/2007   7     8 2007 52.79821 -3.1250671  324241
## 1424     50766    07/09/2016   7     9 2016 52.79821 -3.1250671  324241
## 1425     50766    08/11/2012   8    11 2012 52.79821 -3.1250671  324241
## 1426     50766    10/03/2010  10     3 2010 52.79821 -3.1250671  324241
## 1427     50766    10/08/2009  10     8 2009 52.79821 -3.1250671  324241
## 1428     50766    10/09/2014  10     9 2014 52.79821 -3.1250671  324241
## 1429     50766    10/12/1992  10    12 1992 52.79821 -3.1250671  324241
## 1430     50766    11/03/2004  11     3 2004 52.79821 -3.1250671  324241
## 1431     50766    11/04/1989  11     4 1989 52.79821 -3.1250671  324241
## 1432     50766    11/11/1997  11    11 1997 52.79821 -3.1250671  324241
## 1433     50766    12/04/2017  12     4 2017 52.79821 -3.1250671  324241
## 1434     50766    12/10/2007  12    10 2007 52.79821 -3.1250671  324241
## 1435     50766    13/10/2009  13    10 2009 52.79821 -3.1250671  324241
## 1436     50766    14/03/2011  14     3 2011 52.79821 -3.1250671  324241
## 1437     50766    14/05/2018  14     5 2018 52.79821 -3.1250671  324241
## 1438     50766    15/08/1991  15     8 1991 52.79821 -3.1250671  324241
## 1439     50766    15/09/1992  15     9 1992 52.79821 -3.1250671  324241
## 1440     50766    16/05/1996  16     5 1996 52.79821 -3.1250671  324241
## 1441     50766    16/05/2000  16     5 2000 52.79821 -3.1250671  324241
## 1442     50766    16/05/2012  16     5 2012 52.79821 -3.1250671  324241
## 1443     50766    16/12/1996  16    12 1996 52.79821 -3.1250671  324241
## 1444     50766    17/09/1998  17     9 1998 52.79821 -3.1250671  324241
## 1445     50766    18/06/1997  18     6 1997 52.79821 -3.1250671  324241
## 1446     50766    18/06/2015  18     6 2015 52.79821 -3.1250671  324241
## 1447     50766    18/11/2013  18    11 2013 52.79821 -3.1250671  324241
## 1448     50766    19/05/2016  19     5 2016 52.79821 -3.1250671  324241
## 1449     50766    19/07/2016  19     7 2016 52.79821 -3.1250671  324241
## 1450     50766    20/04/1999  20     4 1999 52.79821 -3.1250671  324241
## 1451     50766    20/06/2014  20     6 2014 52.79821 -3.1250671  324241
## 1452     50766    20/11/2008  20    11 2008 52.79821 -3.1250671  324241
## 1453     50766    21/04/2006  21     4 2006 52.79821 -3.1250671  324241
## 1454     50766    21/08/2008  21     8 2008 52.79821 -3.1250671  324241
## 1455     50766    22/04/2008  22     4 2008 52.79821 -3.1250671  324241
## 1456     50766    22/04/2013  22     4 2013 52.79821 -3.1250671  324241
## 1457     50766    22/05/1995  22     5 1995 52.79821 -3.1250671  324241
## 1458     50766    22/09/2011  22     9 2011 52.79821 -3.1250671  324241
## 1459     50766    22/10/1990  22    10 1990 52.79821 -3.1250671  324241
## 1460     50766    23/04/1990  23     4 1990 52.79821 -3.1250671  324241
## 1461     50766    23/11/1995  23    11 1995 52.79821 -3.1250671  324241
## 1462     50766    24/07/2006  24     7 2006 52.79821 -3.1250671  324241
## 1463     50766    24/10/2000  24    10 2000 52.79821 -3.1250671  324241
## 1464     50766    25/07/2018  25     7 2018 52.79821 -3.1250671  324241
## 1465     50766    25/09/1989  25     9 1989 52.79821 -3.1250671  324241
## 1466     50766    25/09/2018  25     9 2018 52.79821 -3.1250671  324241
## 1467     50766    26/05/1998  26     5 1998 52.79821 -3.1250671  324241
## 1468     50766    26/09/2003  26     9 2003 52.79821 -3.1250671  324241
## 1469     50766    26/10/1988  26    10 1988 52.79821 -3.1250671  324241
## 1470     50766    27/04/2015  27     4 2015 52.79821 -3.1250671  324241
## 1471     50766    27/05/1992  27     5 1992 52.79821 -3.1250671  324241
## 1472     50766    27/06/2017  27     6 2017 52.79821 -3.1250671  324241
## 1473     50766    28/01/1997  28     1 1997 52.79821 -3.1250671  324241
## 1474     50766    28/03/2007  28     3 2007 52.79821 -3.1250671  324241
## 1475     50766    28/05/2003  28     5 2003 52.79821 -3.1250671  324241
## 1476     50766    29/05/1991  29     5 1991 52.79821 -3.1250671  324241
## 1477     50766    29/09/2010  29     9 2010 52.79821 -3.1250671  324241
## 1478     50766    30/07/1990  30     7 1990 52.79821 -3.1250671  324241
## 1479     50766    31/05/2002  31     5 2002 52.79821 -3.1250671  324241
## 1480     51064    01/07/1992   1     7 1992 52.79248 -1.4442244  437575
## 1481     51064    02/08/1989   2     8 1989 52.79248 -1.4442244  437575
## 1482     51064    02/10/1990   2    10 1990 52.79248 -1.4442244  437575
## 1483     51064    03/04/1985   3     4 1985 52.79248 -1.4442244  437575
## 1484     51064    03/04/2017   3     4 2017 52.79248 -1.4442244  437575
## 1485     51064    04/10/1993   4    10 1993 52.79248 -1.4442244  437575
## 1486     51064    05/03/1990   5     3 1990 52.79248 -1.4442244  437575
## 1487     51064    05/09/1994   5     9 1994 52.79248 -1.4442244  437575
## 1488     51064    05/10/1987   5    10 1987 52.79248 -1.4442244  437575
## 1489     51064    06/03/1995   6     3 1995 52.79248 -1.4442244  437575
## 1490     51064    07/02/1994   7     2 1994 52.79248 -1.4442244  437575
## 1491     51064    08/02/1993   8     2 1993 52.79248 -1.4442244  437575
## 1492     51064    08/10/1998   8    10 1998 52.79248 -1.4442244  437575
## 1493     51064    08/12/1987   8    12 1987 52.79248 -1.4442244  437575
## 1494     51064    08/12/1988   8    12 1988 52.79248 -1.4442244  437575
## 1495     51064    09/05/2018   9     5 2018 52.79248 -1.4442244  437575
## 1496     51064    09/09/2016   9     9 2016 52.79248 -1.4442244  437575
## 1497     51064    10/09/1991  10     9 1991 52.79248 -1.4442244  437575
## 1498     51064    11/03/1991  11     3 1991 52.79248 -1.4442244  437575
## 1499     51064    12/04/2007  12     4 2007 52.79248 -1.4442244  437575
## 1500     51064    12/12/1985  12    12 1985 52.79248 -1.4442244  437575
## 1501     51064    13/05/2004  13     5 2004 52.79248 -1.4442244  437575
## 1502     51064    13/10/2017  13    10 2017 52.79248 -1.4442244  437575
## 1503     51064    14/02/1992  14     2 1992 52.79248 -1.4442244  437575
## 1504     51064    14/03/2000  14     3 2000 52.79248 -1.4442244  437575
## 1505     51064    14/06/1994  14     6 1994 52.79248 -1.4442244  437575
## 1506     51064    14/08/1985  14     8 1985 52.79248 -1.4442244  437575
## 1507     51064    14/10/1986  14    10 1986 52.79248 -1.4442244  437575
## 1508     51064    15/12/1986  15    12 1986 52.79248 -1.4442244  437575
## 1509     51064    16/06/1993  16     6 1993 52.79248 -1.4442244  437575
## 1510     51064    16/07/1986  16     7 1986 52.79248 -1.4442244  437575
## 1511     51064    16/09/1992  16     9 1992 52.79248 -1.4442244  437575
## 1512     51064    18/09/2018  18     9 2018 52.79248 -1.4442244  437575
## 1513     51064    19/03/1996  19     3 1996 52.79248 -1.4442244  437575
## 1514     51064    19/04/2016  19     4 2016 52.79248 -1.4442244  437575
## 1515     51064    19/05/1988  19     5 1988 52.79248 -1.4442244  437575
## 1516     51064    19/05/1999  19     5 1999 52.79248 -1.4442244  437575
## 1517     51064    19/06/1991  19     6 1991 52.79248 -1.4442244  437575
## 1518     51064    20/03/1986  20     3 1986 52.79248 -1.4442244  437575
## 1519     51064    20/11/2007  20    11 2007 52.79248 -1.4442244  437575
## 1520     51064    21/07/1990  21     7 1990 52.79248 -1.4442244  437575
## 1521     51064    22/06/1987  22     6 1987 52.79248 -1.4442244  437575
## 1522     51064    22/09/1995  22     9 1995 52.79248 -1.4442244  437575
## 1523     51064    22/09/1997  22     9 1997 52.79248 -1.4442244  437575
## 1524     51064    22/11/2000  22    11 2000 52.79248 -1.4442244  437575
## 1525     51064    25/05/2006  25     5 2006 52.79248 -1.4442244  437575
## 1526     51064    25/10/2013  25    10 2013 52.79248 -1.4442244  437575
## 1527     51064    27/02/1997  27     2 1997 52.79248 -1.4442244  437575
## 1528     51064    27/05/1998  27     5 1998 52.79248 -1.4442244  437575
## 1529     51064    27/10/2004  27    10 2004 52.79248 -1.4442244  437575
## 1530     51064    29/04/2002  29     4 2002 52.79248 -1.4442244  437575
## 1531     51064    29/04/2013  29     4 2013 52.79248 -1.4442244  437575
## 1532     51064    31/10/2006  31    10 2006 52.79248 -1.4442244  437575
## 1533     51065    01/07/1992   1     7 1992 52.79089 -1.4414271  437765
## 1534     51065    02/08/1989   2     8 1989 52.79089 -1.4414271  437765
## 1535     51065    02/09/2015   2     9 2015 52.79089 -1.4414271  437765
## 1536     51065    03/04/1985   3     4 1985 52.79089 -1.4414271  437765
## 1537     51065    03/04/2017   3     4 2017 52.79089 -1.4414271  437765
## 1538     51065    04/10/1993   4    10 1993 52.79089 -1.4414271  437765
## 1539     51065    05/03/1990   5     3 1990 52.79089 -1.4414271  437765
## 1540     51065    05/09/1994   5     9 1994 52.79089 -1.4414271  437765
## 1541     51065    05/10/1987   5    10 1987 52.79089 -1.4414271  437765
## 1542     51065    06/03/1995   6     3 1995 52.79089 -1.4414271  437765
## 1543     51065    06/05/2003   6     5 2003 52.79089 -1.4414271  437765
## 1544     51065    06/06/1993   6     6 1993 52.79089 -1.4414271  437765
## 1545     51065    07/02/1994   7     2 1994 52.79089 -1.4414271  437765
## 1546     51065    08/02/1993   8     2 1993 52.79089 -1.4414271  437765
## 1547     51065    08/10/1998   8    10 1998 52.79089 -1.4414271  437765
## 1548     51065    08/12/1987   8    12 1987 52.79089 -1.4414271  437765
## 1549     51065    08/12/1988   8    12 1988 52.79089 -1.4414271  437765
## 1550     51065    09/05/2018   9     5 2018 52.79089 -1.4414271  437765
## 1551     51065    09/09/2016   9     9 2016 52.79089 -1.4414271  437765
## 1552     51065    10/09/1991  10     9 1991 52.79089 -1.4414271  437765
## 1553     51065    10/10/1990  10    10 1990 52.79089 -1.4414271  437765
## 1554     51065    11/03/1991  11     3 1991 52.79089 -1.4414271  437765
## 1555     51065    11/10/2013  11    10 2013 52.79089 -1.4414271  437765
## 1556     51065    12/11/2014  12    11 2014 52.79089 -1.4414271  437765
## 1557     51065    12/12/1985  12    12 1985 52.79089 -1.4414271  437765
## 1558     51065    13/03/1996  13     3 1996 52.79089 -1.4414271  437765
## 1559     51065    13/10/2017  13    10 2017 52.79089 -1.4414271  437765
## 1560     51065    14/02/1992  14     2 1992 52.79089 -1.4414271  437765
## 1561     51065    14/03/2000  14     3 2000 52.79089 -1.4414271  437765
## 1562     51065    14/06/1994  14     6 1994 52.79089 -1.4414271  437765
## 1563     51065    14/08/1985  14     8 1985 52.79089 -1.4414271  437765
## 1564     51065    14/10/2003  14    10 2003 52.79089 -1.4414271  437765
## 1565     51065    15/12/1986  15    12 1986 52.79089 -1.4414271  437765
## 1566     51065    16/07/1986  16     7 1986 52.79089 -1.4414271  437765
## 1567     51065    16/09/1992  16     9 1992 52.79089 -1.4414271  437765
## 1568     51065    16/11/2012  16    11 2012 52.79089 -1.4414271  437765
## 1569     51065    17/12/1996  17    12 1996 52.79089 -1.4414271  437765
## 1570     51065    18/09/2018  18     9 2018 52.79089 -1.4414271  437765
## 1571     51065    19/04/2016  19     4 2016 52.79089 -1.4414271  437765
## 1572     51065    19/05/1988  19     5 1988 52.79089 -1.4414271  437765
## 1573     51065    19/06/1991  19     6 1991 52.79089 -1.4414271  437765
## 1574     51065    20/03/1986  20     3 1986 52.79089 -1.4414271  437765
## 1575     51065    21/07/1990  21     7 1990 52.79089 -1.4414271  437765
## 1576     51065    22/05/2015  22     5 2015 52.79089 -1.4414271  437765
## 1577     51065    22/06/1987  22     6 1987 52.79089 -1.4414271  437765
## 1578     51065    22/09/1995  22     9 1995 52.79089 -1.4414271  437765
## 1579     51065    22/09/1997  22     9 1997 52.79089 -1.4414271  437765
## 1580     51065    22/11/2000  22    11 2000 52.79089 -1.4414271  437765
## 1581     51065    25/05/2006  25     5 2006 52.79089 -1.4414271  437765
## 1582     51065    27/02/1997  27     2 1997 52.79089 -1.4414271  437765
## 1583     51065    27/05/1998  27     5 1998 52.79089 -1.4414271  437765
## 1584     51065    29/04/2013  29     4 2013 52.79089 -1.4414271  437765
## 1585     51065    30/11/2002  30    11 2002 52.79089 -1.4414271  437765
## 1586     51065    31/05/2012  31     5 2012 52.79089 -1.4414271  437765
## 1587     51065    31/10/2006  31    10 2006 52.79089 -1.4414271  437765
## 1588     51097    01/05/1986   1     5 1986 53.05457 -1.7992062  413556
## 1589     51097    01/05/2009   1     5 2009 53.05457 -1.7992062  413556
## 1590     51097    02/11/2010   2    11 2010 53.05457 -1.7992062  413556
## 1591     51097    03/11/2015   3    11 2015 53.05457 -1.7992062  413556
## 1592     51097    04/03/1991   4     3 1991 53.05457 -1.7992062  413556
## 1593     51097    04/09/2014   4     9 2014 53.05457 -1.7992062  413556
## 1594     51097    06/05/2015   6     5 2015 53.05457 -1.7992062  413556
## 1595     51097    06/06/1989   6     6 1989 53.05457 -1.7992062  413556
## 1596     51097    06/10/1999   6    10 1999 53.05457 -1.7992062  413556
## 1597     51097    07/04/2006   7     4 2006 53.05457 -1.7992062  413556
## 1598     51097    07/05/2013   7     5 2013 53.05457 -1.7992062  413556
## 1599     51097    08/03/1995   8     3 1995 53.05457 -1.7992062  413556
## 1600     51097    08/09/2017   8     9 2017 53.05457 -1.7992062  413556
## 1601     51097    08/10/1990   8    10 1990 53.05457 -1.7992062  413556
## 1602     51097    09/05/1994   9     5 1994 53.05457 -1.7992062  413556
## 1603     51097    11/10/1988  11    10 1988 53.05457 -1.7992062  413556
## 1604     51097    11/10/2018  11    10 2018 53.05457 -1.7992062  413556
## 1605     51097    12/08/1986  12     8 1986 53.05457 -1.7992062  413556
## 1606     51097    13/03/2000  13     3 2000 53.05457 -1.7992062  413556
## 1607     51097    13/04/1987  13     4 1987 53.05457 -1.7992062  413556
## 1608     51097    13/05/2010  13     5 2010 53.05457 -1.7992062  413556
## 1609     51097    13/05/2014  13     5 2014 53.05457 -1.7992062  413556
## 1610     51097    13/09/1995  13     9 1995 53.05457 -1.7992062  413556
## 1611     51097    13/09/2002  13     9 2002 53.05457 -1.7992062  413556
## 1612     51097    13/10/1991  13    10 1991 53.05457 -1.7992062  413556
## 1613     51097    13/11/1986  13    11 1986 53.05457 -1.7992062  413556
## 1614     51097    14/08/2012  14     8 2012 53.05457 -1.7992062  413556
## 1615     51097    14/10/2008  14    10 2008 53.05457 -1.7992062  413556
## 1616     51097    14/11/2012  14    11 2012 53.05457 -1.7992062  413556
## 1617     51097    15/06/1992  15     6 1992 53.05457 -1.7992062  413556
## 1618     51097    15/08/2011  15     8 2011 53.05457 -1.7992062  413556
## 1619     51097    16/03/1999  16     3 1999 53.05457 -1.7992062  413556
## 1620     51097    16/05/2008  16     5 2008 53.05457 -1.7992062  413556
## 1621     51097    16/05/2018  16     5 2018 53.05457 -1.7992062  413556
## 1622     51097    16/09/2003  16     9 2003 53.05457 -1.7992062  413556
## 1623     51097    17/02/1992  17     2 1992 53.05457 -1.7992062  413556
## 1624     51097    17/03/2004  17     3 2004 53.05457 -1.7992062  413556
## 1625     51097    17/04/2003  17     4 2003 53.05457 -1.7992062  413556
## 1626     51097    17/06/1997  17     6 1997 53.05457 -1.7992062  413556
## 1627     51097    18/11/1998  18    11 1998 53.05457 -1.7992062  413556
## 1628     51097    18/11/2009  18    11 2009 53.05457 -1.7992062  413556
## 1629     51097    19/02/1987  19     2 1987 53.05457 -1.7992062  413556
## 1630     51097    19/06/1990  19     6 1990 53.05457 -1.7992062  413556
## 1631     51097    20/03/1990  20     3 1990 53.05457 -1.7992062  413556
## 1632     51097    20/04/2007  20     4 2007 53.05457 -1.7992062  413556
## 1633     51097    20/05/1996  20     5 1996 53.05457 -1.7992062  413556
## 1634     51097    20/09/2001  20     9 2001 53.05457 -1.7992062  413556
## 1635     51097    20/09/2006  20     9 2006 53.05457 -1.7992062  413556
## 1636     51097    21/03/2012  21     3 2012 53.05457 -1.7992062  413556
## 1637     51097    21/04/2016  21     4 2016 53.05457 -1.7992062  413556
## 1638     51097    21/06/1988  21     6 1988 53.05457 -1.7992062  413556
## 1639     51097    21/10/2005  21    10 2005 53.05457 -1.7992062  413556
## 1640     51097    21/12/2000  21    12 2000 53.05457 -1.7992062  413556
## 1641     51097    22/02/1988  22     2 1988 53.05457 -1.7992062  413556
## 1642     51097    22/04/1998  22     4 1998 53.05457 -1.7992062  413556
## 1643     51097    22/08/1994  22     8 1994 53.05457 -1.7992062  413556
## 1644     51097    22/11/1993  22    11 1993 53.05457 -1.7992062  413556
## 1645     51097    23/04/2002  23     4 2002 53.05457 -1.7992062  413556
## 1646     51097    23/07/1991  23     7 1991 53.05457 -1.7992062  413556
## 1647     51097    23/09/2011  23     9 2011 53.05457 -1.7992062  413556
## 1648     51097    23/09/2016  23     9 2016 53.05457 -1.7992062  413556
## 1649     51097    23/10/1996  23    10 1996 53.05457 -1.7992062  413556
## 1650     51097    24/04/1985  24     4 1985 53.05457 -1.7992062  413556
## 1651     51097    24/04/2017  24     4 2017 53.05457 -1.7992062  413556
## 1652     51097    24/10/2013  24    10 2013 53.05457 -1.7992062  413556
## 1653     51097    25/11/1985  25    11 1985 53.05457 -1.7992062  413556
## 1654     51097    26/07/1993  26     7 1993 53.05457 -1.7992062  413556
## 1655     51097    26/09/2007  26     9 2007 53.05457 -1.7992062  413556
## 1656     51097    26/10/1987  26    10 1987 53.05457 -1.7992062  413556
## 1657     51097    27/04/2011  27     4 2011 53.05457 -1.7992062  413556
## 1658     51097    28/04/2005  28     4 2005 53.05457 -1.7992062  413556
## 1659     51097    28/07/1987  28     7 1987 53.05457 -1.7992062  413556
## 1660     51097    28/10/1997  28    10 1997 53.05457 -1.7992062  413556
## 1661     51097    29/08/1985  29     8 1985 53.05457 -1.7992062  413556
## 1662     51097    30/03/1993  30     3 1993 53.05457 -1.7992062  413556
## 1663     51097    31/10/1992  31    10 1992 53.05457 -1.7992062  413556
## 1664     51122    01/03/2012   1     3 2012 52.31290 -1.4547218  437270
## 1665     51122    02/05/2000   2     5 2000 52.31290 -1.4547218  437270
## 1666     51122    02/08/1993   2     8 1993 52.31290 -1.4547218  437270
## 1667     51122    02/08/2011   2     8 2011 52.31290 -1.4547218  437270
## 1668     51122    02/09/2004   2     9 2004 52.31290 -1.4547218  437270
## 1669     51122    02/10/2017   2    10 2017 52.31290 -1.4547218  437270
## 1670     51122    05/12/1994   5    12 1994 52.31290 -1.4547218  437270
## 1671     51122    06/10/1997   6    10 1997 52.31290 -1.4547218  437270
## 1672     51122    07/04/1998   7     4 1998 52.31290 -1.4547218  437270
## 1673     51122    07/05/1991   7     5 1991 52.31290 -1.4547218  437270
## 1674     51122    07/09/2010   7     9 2010 52.31290 -1.4547218  437270
## 1675     51122    07/10/1998   7    10 1998 52.31290 -1.4547218  437270
## 1676     51122    08/03/2011   8     3 2011 52.31290 -1.4547218  437270
## 1677     51122    09/05/2008   9     5 2008 52.31290 -1.4547218  437270
## 1678     51122    09/08/2012   9     8 2012 52.31290 -1.4547218  437270
## 1679     51122    09/11/1999   9    11 1999 52.31290 -1.4547218  437270
## 1680     51122    10/05/1993  10     5 1993 52.31290 -1.4547218  437270
## 1681     51122    10/07/2018  10     7 2018 52.31290 -1.4547218  437270
## 1682     51122    10/10/2018  10    10 2018 52.31290 -1.4547218  437270
## 1683     51122    10/11/1993  10    11 1993 52.31290 -1.4547218  437270
## 1684     51122    10/11/2015  10    11 2015 52.31290 -1.4547218  437270
## 1685     51122    12/05/1994  12     5 1994 52.31290 -1.4547218  437270
## 1686     51122    12/05/2009  12     5 2009 52.31290 -1.4547218  437270
## 1687     51122    13/03/2013  13     3 2013 52.31290 -1.4547218  437270
## 1688     51122    14/11/1991  14    11 1991 52.31290 -1.4547218  437270
## 1689     51122    14/11/2006  14    11 2006 52.31290 -1.4547218  437270
## 1690     51122    15/05/2017  15     5 2017 52.31290 -1.4547218  437270
## 1691     51122    16/07/1992  16     7 1992 52.31290 -1.4547218  437270
## 1692     51122    16/08/2017  16     8 2017 52.31290 -1.4547218  437270
## 1693     51122    17/10/2007  17    10 2007 52.31290 -1.4547218  437270
## 1694     51122    18/05/2004  18     5 2004 52.31290 -1.4547218  437270
## 1695     51122    18/10/2011  18    10 2011 52.31290 -1.4547218  437270
## 1696     51122    19/05/2010  19     5 2010 52.31290 -1.4547218  437270
## 1697     51122    20/05/1997  20     5 1997 52.31290 -1.4547218  437270
## 1698     51122    20/09/2016  20     9 2016 52.31290 -1.4547218  437270
## 1699     51122    21/05/1992  21     5 1992 52.31290 -1.4547218  437270
## 1700     51122    21/10/2014  21    10 2014 52.31290 -1.4547218  437270
## 1701     51122    22/05/1995  22     5 1995 52.31290 -1.4547218  437270
## 1702     51122    22/05/2018  22     5 2018 52.31290 -1.4547218  437270
## 1703     51122    22/07/1991  22     7 1991 52.31290 -1.4547218  437270
## 1704     51122    22/09/2009  22     9 2009 52.31290 -1.4547218  437270
## 1705     51122    22/10/2008  22    10 2008 52.31290 -1.4547218  437270
## 1706     51122    23/05/2014  23     5 2014 52.31290 -1.4547218  437270
## 1707     51122    23/10/1996  23    10 1996 52.31290 -1.4547218  437270
## 1708     51122    23/10/2012  23    10 2012 52.31290 -1.4547218  437270
## 1709     51122    23/12/1992  23    12 1992 52.31290 -1.4547218  437270
## 1710     51122    24/04/2007  24     4 2007 52.31290 -1.4547218  437270
## 1711     51122    24/04/2015  24     4 2015 52.31290 -1.4547218  437270
## 1712     51122    24/10/1995  24    10 1995 52.31290 -1.4547218  437270
## 1713     51122    25/04/2016  25     4 2016 52.31290 -1.4547218  437270
## 1714     51122    25/05/1999  25     5 1999 52.31290 -1.4547218  437270
## 1715     51122    25/10/2013  25    10 2013 52.31290 -1.4547218  437270
## 1716     51357    01/05/1986   1     5 1986 53.13520 -1.8208630  412082
## 1717     51357    01/05/2009   1     5 2009 53.13520 -1.8208630  412082
## 1718     51357    01/06/1998   1     6 1998 53.13520 -1.8208630  412082
## 1719     51357    02/05/2000   2     5 2000 53.13520 -1.8208630  412082
## 1720     51357    04/03/2003   4     3 2003 53.13520 -1.8208630  412082
## 1721     51357    04/04/2002   4     4 2002 53.13520 -1.8208630  412082
## 1722     51357    04/10/2001   4    10 2001 53.13520 -1.8208630  412082
## 1723     51357    06/03/1990   6     3 1990 53.13520 -1.8208630  412082
## 1724     51357    06/09/1989   6     9 1989 53.13520 -1.8208630  412082
## 1725     51357    08/03/1995   8     3 1995 53.13520 -1.8208630  412082
## 1726     51357    08/04/1991   8     4 1991 53.13520 -1.8208630  412082
## 1727     51357    08/10/1990   8    10 1990 53.13520 -1.8208630  412082
## 1728     51357    09/05/1994   9     5 1994 53.13520 -1.8208630  412082
## 1729     51357    09/09/2010   9     9 2010 53.13520 -1.8208630  412082
## 1730     51357    10/02/1992  10     2 1992 53.13520 -1.8208630  412082
## 1731     51357    10/12/1987  10    12 1987 53.13520 -1.8208630  412082
## 1732     51357    11/10/1988  11    10 1988 53.13520 -1.8208630  412082
## 1733     51357    12/04/2006  12     4 2006 53.13520 -1.8208630  412082
## 1734     51357    12/10/2009  12    10 2009 53.13520 -1.8208630  412082
## 1735     51357    13/04/1987  13     4 1987 53.13520 -1.8208630  412082
## 1736     51357    13/09/1995  13     9 1995 53.13520 -1.8208630  412082
## 1737     51357    13/09/2002  13     9 2002 53.13520 -1.8208630  412082
## 1738     51357    13/10/1991  13    10 1991 53.13520 -1.8208630  412082
## 1739     51357    14/04/1993  14     4 1993 53.13520 -1.8208630  412082
## 1740     51357    14/10/2008  14    10 2008 53.13520 -1.8208630  412082
## 1741     51357    14/11/1983  14    11 1983 53.13520 -1.8208630  412082
## 1742     51357    14/11/2012  14    11 2012 53.13520 -1.8208630  412082
## 1743     51357    15/08/1994  15     8 1994 53.13520 -1.8208630  412082
## 1744     51357    16/03/1999  16     3 1999 53.13520 -1.8208630  412082
## 1745     51357    16/05/1996  16     5 1996 53.13520 -1.8208630  412082
## 1746     51357    16/05/2008  16     5 2008 53.13520 -1.8208630  412082
## 1747     51357    16/09/1997  16     9 1997 53.13520 -1.8208630  412082
## 1748     51357    16/11/1993  16    11 1993 53.13520 -1.8208630  412082
## 1749     51357    17/03/1998  17     3 1998 53.13520 -1.8208630  412082
## 1750     51357    17/07/1991  17     7 1991 53.13520 -1.8208630  412082
## 1751     51357    17/07/1997  17     7 1997 53.13520 -1.8208630  412082
## 1752     51357    18/10/2000  18    10 2000 53.13520 -1.8208630  412082
## 1753     51357    18/11/1998  18    11 1998 53.13520 -1.8208630  412082
## 1754     51357    19/06/1990  19     6 1990 53.13520 -1.8208630  412082
## 1755     51357    19/08/1997  19     8 1997 53.13520 -1.8208630  412082
## 1756     51357    20/04/2007  20     4 2007 53.13520 -1.8208630  412082
## 1757     51357    20/09/2006  20     9 2006 53.13520 -1.8208630  412082
## 1758     51357    21/03/2012  21     3 2012 53.13520 -1.8208630  412082
## 1759     51357    21/06/1988  21     6 1988 53.13520 -1.8208630  412082
## 1760     51357    21/11/1985  21    11 1985 53.13520 -1.8208630  412082
## 1761     51357    23/09/1996  23     9 1996 53.13520 -1.8208630  412082
## 1762     51357    24/04/1985  24     4 1985 53.13520 -1.8208630  412082
## 1763     51357    24/06/1992  24     6 1992 53.13520 -1.8208630  412082
## 1764     51357    24/09/2003  24     9 2003 53.13520 -1.8208630  412082
## 1765     51357    25/05/2011  25     5 2011 53.13520 -1.8208630  412082
## 1766     51357    25/08/1982  25     8 1982 53.13520 -1.8208630  412082
## 1767     51357    26/04/2010  26     4 2010 53.13520 -1.8208630  412082
## 1768     51357    26/07/1993  26     7 1993 53.13520 -1.8208630  412082
## 1769     51357    26/10/1987  26    10 1987 53.13520 -1.8208630  412082
## 1770     51357    27/01/2000  27     1 2000 53.13520 -1.8208630  412082
## 1771     51357    27/09/1999  27     9 1999 53.13520 -1.8208630  412082
## 1772     51357    28/10/2011  28    10 2011 53.13520 -1.8208630  412082
## 1773     51357    29/05/2015  29     5 2015 53.13520 -1.8208630  412082
## 1774     51357    31/10/1992  31    10 1992 53.13520 -1.8208630  412082
## 1775     51392    01/04/2008   1     4 2008 52.76853 -1.8394880  410927
## 1776     51392    01/06/1992   1     6 1992 52.76853 -1.8394880  410927
## 1777     51392    01/09/2016   1     9 2016 52.76853 -1.8394880  410927
## 1778     51392    01/10/1996   1    10 1996 52.76853 -1.8394880  410927
## 1779     51392    01/10/2018   1    10 2018 52.76853 -1.8394880  410927
## 1780     51392    02/10/1985   2    10 1985 52.76853 -1.8394880  410927
## 1781     51392    03/05/2018   3     5 2018 52.76853 -1.8394880  410927
## 1782     51392    03/09/2013   3     9 2013 52.76853 -1.8394880  410927
## 1783     51392    03/11/2004   3    11 2004 52.76853 -1.8394880  410927
## 1784     51392    04/05/2007   4     5 2007 52.76853 -1.8394880  410927
## 1785     51392    04/09/2002   4     9 2002 52.76853 -1.8394880  410927
## 1786     51392    05/05/2010   5     5 2010 52.76853 -1.8394880  410927
## 1787     51392    05/10/2009   5    10 2009 52.76853 -1.8394880  410927
## 1788     51392    05/11/1990   5    11 1990 52.76853 -1.8394880  410927
## 1789     51392    06/04/2016   6     4 2016 52.76853 -1.8394880  410927
## 1790     51392    06/10/1986   6    10 1986 52.76853 -1.8394880  410927
## 1791     51392    06/10/2000   6    10 2000 52.76853 -1.8394880  410927
## 1792     51392    06/11/2012   6    11 2012 52.76853 -1.8394880  410927
## 1793     51392    07/04/2003   7     4 2003 52.76853 -1.8394880  410927
## 1794     51392    08/11/1993   8    11 1993 52.76853 -1.8394880  410927
## 1795     51392    09/10/2001   9    10 2001 52.76853 -1.8394880  410927
## 1796     51392    09/10/2017   9    10 2017 52.76853 -1.8394880  410927
## 1797     51392    10/10/1997  10    10 1997 52.76853 -1.8394880  410927
## 1798     51392    10/11/1995  10    11 1995 52.76853 -1.8394880  410927
## 1799     51392    11/04/2000  11     4 2000 52.76853 -1.8394880  410927
## 1800     51392    11/04/2014  11     4 2014 52.76853 -1.8394880  410927
## 1801     51392    11/04/2017  11     4 2017 52.76853 -1.8394880  410927
## 1802     51392    12/01/2000  12     1 2000 52.76853 -1.8394880  410927
## 1803     51392    13/01/1995  13     1 1995 52.76853 -1.8394880  410927
## 1804     51392    13/08/2013  13     8 2013 52.76853 -1.8394880  410927
## 1805     51392    13/10/2011  13    10 2011 52.76853 -1.8394880  410927
## 1806     51392    14/05/2012  14     5 2012 52.76853 -1.8394880  410927
## 1807     51392    14/07/1993  14     7 1993 52.76853 -1.8394880  410927
## 1808     51392    14/09/2015  14     9 2015 52.76853 -1.8394880  410927
## 1809     51392    15/03/2005  15     3 2005 52.76853 -1.8394880  410927
## 1810     51392    15/04/1985  15     4 1985 52.76853 -1.8394880  410927
## 1811     51392    15/06/1988  15     6 1988 52.76853 -1.8394880  410927
## 1812     51392    16/02/1992  16     2 1992 52.76853 -1.8394880  410927
## 1813     51392    16/07/2018  16     7 2018 52.76853 -1.8394880  410927
## 1814     51392    17/07/1989  17     7 1989 52.76853 -1.8394880  410927
## 1815     51392    17/11/1998  17    11 1998 52.76853 -1.8394880  410927
## 1816     51392    18/04/1996  18     4 1996 52.76853 -1.8394880  410927
## 1817     51392    18/04/2011  18     4 2011 52.76853 -1.8394880  410927
## 1818     51392    18/05/1990  18     5 1990 52.76853 -1.8394880  410927
## 1819     51392    18/09/2008  18     9 2008 52.76853 -1.8394880  410927
## 1820     51392    18/12/1985  18    12 1985 52.76853 -1.8394880  410927
## 1821     51392    19/04/2002  19     4 2002 52.76853 -1.8394880  410927
## 1822     51392    19/04/2013  19     4 2013 52.76853 -1.8394880  410927
## 1823     51392    19/07/1990  19     7 1990 52.76853 -1.8394880  410927
## 1824     51392    20/02/1991  20     2 1991 52.76853 -1.8394880  410927
## 1825     51392    20/04/2015  20     4 2015 52.76853 -1.8394880  410927
## 1826     51392    20/10/1987  20    10 1987 52.76853 -1.8394880  410927
## 1827     51392    20/10/2006  20    10 2006 52.76853 -1.8394880  410927
## 1828     51392    21/03/2006  21     3 2006 52.76853 -1.8394880  410927
## 1829     51392    21/09/2005  21     9 2005 52.76853 -1.8394880  410927
## 1830     51392    22/04/1986  22     4 1986 52.76853 -1.8394880  410927
## 1831     51392    22/05/1995  22     5 1995 52.76853 -1.8394880  410927
## 1832     51392    22/10/2007  22    10 2007 52.76853 -1.8394880  410927
## 1833     51392    23/09/2014  23     9 2014 52.76853 -1.8394880  410927
## 1834     51392    24/03/1987  24     3 1987 52.76853 -1.8394880  410927
## 1835     51392    25/02/1988  25     2 1988 52.76853 -1.8394880  410927
## 1836     51392    26/02/1999  26     2 1999 52.76853 -1.8394880  410927
## 1837     51392    26/03/1998  26     3 1998 52.76853 -1.8394880  410927
## 1838     51392    26/03/2009  26     3 2009 52.76853 -1.8394880  410927
## 1839     51392    27/05/1997  27     5 1997 52.76853 -1.8394880  410927
## 1840     51392    27/06/2017  27     6 2017 52.76853 -1.8394880  410927
## 1841     51392    27/09/1982  27     9 1982 52.76853 -1.8394880  410927
## 1842     51392    28/04/2004  28     4 2004 52.76853 -1.8394880  410927
## 1843     51392    28/09/2010  28     9 2010 52.76853 -1.8394880  410927
## 1844     51392    29/07/1991  29     7 1991 52.76853 -1.8394880  410927
## 1845     51392    29/09/1992  29     9 1992 52.76853 -1.8394880  410927
## 1846     51392    29/10/2003  29    10 2003 52.76853 -1.8394880  410927
## 1847     51392    30/03/1993  30     3 1993 52.76853 -1.8394880  410927
## 1848     51392    30/03/1994  30     3 1994 52.76853 -1.8394880  410927
## 1849     51392    30/11/1989  30    11 1989 52.76853 -1.8394880  410927
## 1850     51392    31/10/1991  31    10 1991 52.76853 -1.8394880  410927
## 1851     51634    01/05/2013   1     5 2013 53.27915 -0.9393195  470821
## 1852     51634    01/10/2003   1    10 2003 53.27915 -0.9393195  470821
## 1853     51634    03/05/2001   3     5 2001 53.27915 -0.9393195  470821
## 1854     51634    04/09/1986   4     9 1986 53.27915 -0.9393195  470821
## 1855     51634    05/02/1993   5     2 1993 53.27915 -0.9393195  470821
## 1856     51634    05/08/1992   5     8 1992 53.27915 -0.9393195  470821
## 1857     51634    05/11/1995   5    11 1995 53.27915 -0.9393195  470821
## 1858     51634    06/08/1987   6     8 1987 53.27915 -0.9393195  470821
## 1859     51634    07/03/1989   7     3 1989 53.27915 -0.9393195  470821
## 1860     51634    07/07/1993   7     7 1993 53.27915 -0.9393195  470821
## 1861     51634    07/10/1992   7    10 1992 53.27915 -0.9393195  470821
## 1862     51634    08/10/2007   8    10 2007 53.27915 -0.9393195  470821
## 1863     51634    09/04/1991   9     4 1991 53.27915 -0.9393195  470821
## 1864     51634    09/07/1991   9     7 1991 53.27915 -0.9393195  470821
## 1865     51634    09/09/2000   9     9 2000 53.27915 -0.9393195  470821
## 1866     51634    10/12/1999  10    12 1999 53.27915 -0.9393195  470821
## 1867     51634    11/03/1985  11     3 1985 53.27915 -0.9393195  470821
## 1868     51634    11/06/1994  11     6 1994 53.27915 -0.9393195  470821
## 1869     51634    11/09/1985  11     9 1985 53.27915 -0.9393195  470821
## 1870     51634    11/09/2015  11     9 2015 53.27915 -0.9393195  470821
## 1871     51634    11/10/2005  11    10 2005 53.27915 -0.9393195  470821
## 1872     51634    13/03/1992  13     3 1992 53.27915 -0.9393195  470821
## 1873     51634    13/03/1997  13     3 1997 53.27915 -0.9393195  470821
## 1874     51634    13/05/1998  13     5 1998 53.27915 -0.9393195  470821
## 1875     51634    13/05/2002  13     5 2002 53.27915 -0.9393195  470821
## 1876     51634    13/10/2008  13    10 2008 53.27915 -0.9393195  470821
## 1877     51634    15/04/2003  15     4 2003 53.27915 -0.9393195  470821
## 1878     51634    15/10/1991  15    10 1991 53.27915 -0.9393195  470821
## 1879     51634    16/09/2013  16     9 2013 53.27915 -0.9393195  470821
## 1880     51634    17/04/1995  17     4 1995 53.27915 -0.9393195  470821
## 1881     51634    17/04/2007  17     4 2007 53.27915 -0.9393195  470821
## 1882     51634    17/09/1998  17     9 1998 53.27915 -0.9393195  470821
## 1883     51634    18/05/2000  18     5 2000 53.27915 -0.9393195  470821
## 1884     51634    18/10/2006  18    10 2006 53.27915 -0.9393195  470821
## 1885     51634    19/02/1987  19     2 1987 53.27915 -0.9393195  470821
## 1886     51634    19/04/1994  19     4 1994 53.27915 -0.9393195  470821
## 1887     51634    19/11/1997  19    11 1997 53.27915 -0.9393195  470821
## 1888     51634    20/09/1989  20     9 1989 53.27915 -0.9393195  470821
## 1889     51634    20/10/1994  20    10 1994 53.27915 -0.9393195  470821
## 1890     51634    21/04/2005  21     4 2005 53.27915 -0.9393195  470821
## 1891     51634    22/03/1988  22     3 1988 53.27915 -0.9393195  470821
## 1892     51634    22/04/2009  22     4 2009 53.27915 -0.9393195  470821
## 1893     51634    22/09/1988  22     9 1988 53.27915 -0.9393195  470821
## 1894     51634    22/09/2004  22     9 2004 53.27915 -0.9393195  470821
## 1895     51634    22/11/1996  22    11 1996 53.27915 -0.9393195  470821
## 1896     51634    23/04/2004  23     4 2004 53.27915 -0.9393195  470821
## 1897     51634    24/02/1986  24     2 1986 53.27915 -0.9393195  470821
## 1898     51634    25/04/2008  25     4 2008 53.27915 -0.9393195  470821
## 1899     51634    26/11/1990  26    11 1990 53.27915 -0.9393195  470821
## 1900     51634    27/03/1990  27     3 1990 53.27915 -0.9393195  470821
## 1901     51634    27/04/2006  27     4 2006 53.27915 -0.9393195  470821
## 1902     51634    27/04/2015  27     4 2015 53.27915 -0.9393195  470821
## 1903     51634    28/11/2002  28    11 2002 53.27915 -0.9393195  470821
## 1904     51634    30/08/1990  30     8 1990 53.27915 -0.9393195  470821
## 1905     51634    30/09/2009  30     9 2009 53.27915 -0.9393195  470821
## 1906     52265    01/12/1988   1    12 1988 53.14999 -1.4632911  435992
## 1907     52265    02/07/1997   2     7 1997 53.14999 -1.4632911  435992
## 1908     52265    02/10/2002   2    10 2002 53.14999 -1.4632911  435992
## 1909     52265    02/10/2013   2    10 2013 53.14999 -1.4632911  435992
## 1910     52265    03/06/1986   3     6 1986 53.14999 -1.4632911  435992
## 1911     52265    03/10/1994   3    10 1994 53.14999 -1.4632911  435992
## 1912     52265    04/01/1988   4     1 1988 53.14999 -1.4632911  435992
## 1913     52265    04/02/1987   4     2 1987 53.14999 -1.4632911  435992
## 1914     52265    04/05/2010   4     5 2010 53.14999 -1.4632911  435992
## 1915     52265    05/03/1985   5     3 1985 53.14999 -1.4632911  435992
## 1916     52265    05/10/2010   5    10 2010 53.14999 -1.4632911  435992
## 1917     52265    07/03/1990   7     3 1990 53.14999 -1.4632911  435992
## 1918     52265    07/05/2013   7     5 2013 53.14999 -1.4632911  435992
## 1919     52265    08/03/1995   8     3 1995 53.14999 -1.4632911  435992
## 1920     52265    09/04/2015   9     4 2015 53.14999 -1.4632911  435992
## 1921     52265    11/03/1991  11     3 1991 53.14999 -1.4632911  435992
## 1922     52265    11/06/1991  11     6 1991 53.14999 -1.4632911  435992
## 1923     52265    11/12/1996  11    12 1996 53.14999 -1.4632911  435992
## 1924     52265    12/10/1995  12    10 1995 53.14999 -1.4632911  435992
## 1925     52265    12/11/1998  12    11 1998 53.14999 -1.4632911  435992
## 1926     52265    13/10/2015  13    10 2015 53.14999 -1.4632911  435992
## 1927     52265    14/06/1990  14     6 1990 53.14999 -1.4632911  435992
## 1928     52265    15/03/2016  15     3 2016 53.14999 -1.4632911  435992
## 1929     52265    17/02/1993  17     2 1993 53.14999 -1.4632911  435992
## 1930     52265    17/03/1998  17     3 1998 53.14999 -1.4632911  435992
## 1931     52265    18/01/1989  18     1 1989 53.14999 -1.4632911  435992
## 1932     52265    18/05/2007  18     5 2007 53.14999 -1.4632911  435992
## 1933     52265    18/09/1991  18     9 1991 53.14999 -1.4632911  435992
## 1934     52265    19/02/1992  19     2 1992 53.14999 -1.4632911  435992
## 1935     52265    19/10/2004  19    10 2004 53.14999 -1.4632911  435992
## 1936     52265    19/11/1985  19    11 1985 53.14999 -1.4632911  435992
## 1937     52265    20/07/1989  20     7 1989 53.14999 -1.4632911  435992
## 1938     52265    20/07/1992  20     7 1992 53.14999 -1.4632911  435992
## 1939     52265    21/06/1993  21     6 1993 53.14999 -1.4632911  435992
## 1940     52265    21/09/1992  21     9 1992 53.14999 -1.4632911  435992
## 1941     52265    21/10/1997  21    10 1997 53.14999 -1.4632911  435992
## 1942     52265    22/02/1994  22     2 1994 53.14999 -1.4632911  435992
## 1943     52265    23/09/1993  23     9 1993 53.14999 -1.4632911  435992
## 1944     52265    24/05/2000  24     5 2000 53.14999 -1.4632911  435992
## 1945     52265    24/09/2018  24     9 2018 53.14999 -1.4632911  435992
## 1946     52265    24/10/2016  24    10 2016 53.14999 -1.4632911  435992
## 1947     52265    25/09/1990  25     9 1990 53.14999 -1.4632911  435992
## 1948     52265    25/10/2007  25    10 2007 53.14999 -1.4632911  435992
## 1949     52265    26/04/1996  26     4 1996 53.14999 -1.4632911  435992
## 1950     52265    26/11/2013  26    11 2013 53.14999 -1.4632911  435992
## 1951     52265    27/10/1999  27    10 1999 53.14999 -1.4632911  435992
## 1952     52265    29/03/2004  29     3 2004 53.14999 -1.4632911  435992
## 1953     52265    29/06/1994  29     6 1994 53.14999 -1.4632911  435992
## 1954     52265    29/07/1985  29     7 1985 53.14999 -1.4632911  435992
## 1955     52265    30/04/1985  30     4 1985 53.14999 -1.4632911  435992
## 1956     52265    30/05/2018  30     5 2018 53.14999 -1.4632911  435992
## 1957     52265    30/06/1988  30     6 1988 53.14999 -1.4632911  435992
## 1958     52265    30/11/2000  30    11 2000 53.14999 -1.4632911  435992
## 1959     52265    30/11/2001  30    11 2001 53.14999 -1.4632911  435992
## 1960     52480    01/10/2004   1    10 2004 53.23426 -1.1604726  456134
## 1961     52480    02/04/2004   2     4 2004 53.23426 -1.1604726  456134
## 1962     52480    03/04/1995   3     4 1995 53.23426 -1.1604726  456134
## 1963     52480    03/05/2001   3     5 2001 53.23426 -1.1604726  456134
## 1964     52480    03/10/1989   3    10 1989 53.23426 -1.1604726  456134
## 1965     52480    03/11/1993   3    11 1993 53.23426 -1.1604726  456134
## 1966     52480    04/05/2006   4     5 2006 53.23426 -1.1604726  456134
## 1967     52480    04/10/2001   4    10 2001 53.23426 -1.1604726  456134
## 1968     52480    05/04/2007   5     4 2007 53.23426 -1.1604726  456134
## 1969     52480    05/05/1993   5     5 1993 53.23426 -1.1604726  456134
## 1970     52480    05/05/2015   5     5 2015 53.23426 -1.1604726  456134
## 1971     52480    05/08/1992   5     8 1992 53.23426 -1.1604726  456134
## 1972     52480    06/05/2010   6     5 2010 53.23426 -1.1604726  456134
## 1973     52480    06/11/1985   6    11 1985 53.23426 -1.1604726  456134
## 1974     52480    07/05/2008   7     5 2008 53.23426 -1.1604726  456134
## 1975     52480    07/05/2014   7     5 2014 53.23426 -1.1604726  456134
## 1976     52480    07/10/2010   7    10 2010 53.23426 -1.1604726  456134
## 1977     52480    08/08/1990   8     8 1990 53.23426 -1.1604726  456134
## 1978     52480    09/05/1994   9     5 1994 53.23426 -1.1604726  456134
## 1979     52480    10/07/1996  10     7 1996 53.23426 -1.1604726  456134
## 1980     52480    10/08/1993  10     8 1993 53.23426 -1.1604726  456134
## 1981     52480    10/11/1987  10    11 1987 53.23426 -1.1604726  456134
## 1982     52480    12/05/1988  12     5 1988 53.23426 -1.1604726  456134
## 1983     52480    12/06/1986  12     6 1986 53.23426 -1.1604726  456134
## 1984     52480    12/08/1997  12     8 1997 53.23426 -1.1604726  456134
## 1985     52480    12/11/1986  12    11 1986 53.23426 -1.1604726  456134
## 1986     52480    13/09/1999  13     9 1999 53.23426 -1.1604726  456134
## 1987     52480    13/10/2005  13    10 2005 53.23426 -1.1604726  456134
## 1988     52480    13/10/2009  13    10 2009 53.23426 -1.1604726  456134
## 1989     52480    14/11/1995  14    11 1995 53.23426 -1.1604726  456134
## 1990     52480    15/03/2002  15     3 2002 53.23426 -1.1604726  456134
## 1991     52480    16/03/2005  16     3 2005 53.23426 -1.1604726  456134
## 1992     52480    16/04/2003  16     4 2003 53.23426 -1.1604726  456134
## 1993     52480    16/11/1990  16    11 1990 53.23426 -1.1604726  456134
## 1994     52480    16/11/1992  16    11 1992 53.23426 -1.1604726  456134
## 1995     52480    17/09/2008  17     9 2008 53.23426 -1.1604726  456134
## 1996     52480    18/04/2018  18     4 2018 53.23426 -1.1604726  456134
## 1997     52480    18/05/2000  18     5 2000 53.23426 -1.1604726  456134
## 1998     52480    18/09/2015  18     9 2015 53.23426 -1.1604726  456134
## 1999     52480    18/10/2007  18    10 2007 53.23426 -1.1604726  456134
## 2000     52480    19/12/1996  19    12 1996 53.23426 -1.1604726  456134
## 2001     52480    20/06/1989  20     6 1989 53.23426 -1.1604726  456134
## 2002     52480    21/05/1987  21     5 1987 53.23426 -1.1604726  456134
## 2003     52480    21/05/1992  21     5 1992 53.23426 -1.1604726  456134
## 2004     52480    21/05/1998  21     5 1998 53.23426 -1.1604726  456134
## 2005     52480    21/11/1991  21    11 1991 53.23426 -1.1604726  456134
## 2006     52480    21/11/2006  21    11 2006 53.23426 -1.1604726  456134
## 2007     52480    21/12/1994  21    12 1994 53.23426 -1.1604726  456134
## 2008     52480    22/04/2009  22     4 2009 53.23426 -1.1604726  456134
## 2009     52480    23/05/1985  23     5 1985 53.23426 -1.1604726  456134
## 2010     52480    23/05/1991  23     5 1991 53.23426 -1.1604726  456134
## 2011     52480    24/10/1988  24    10 1988 53.23426 -1.1604726  456134
## 2012     52480    25/11/1998  25    11 1998 53.23426 -1.1604726  456134
## 2013     52480    25/11/2003  25    11 2003 53.23426 -1.1604726  456134
## 2014     52480    27/07/1994  27     7 1994 53.23426 -1.1604726  456134
## 2015     52480    27/11/1997  27    11 1997 53.23426 -1.1604726  456134
## 2016     52480    28/11/2000  28    11 2000 53.23426 -1.1604726  456134
## 2017     52480    30/10/2018  30    10 2018 53.23426 -1.1604726  456134
## 2018     52480    30/11/2002  30    11 2002 53.23426 -1.1604726  456134
## 2019     52491    01/05/1990   1     5 1990 52.72276 -1.7166348  419236
## 2020     52491    03/04/2003   3     4 2003 52.72276 -1.7166348  419236
## 2021     52491    03/09/2008   3     9 2008 52.72276 -1.7166348  419236
## 2022     52491    03/10/1989   3    10 1989 52.72276 -1.7166348  419236
## 2023     52491    05/03/1987   5     3 1987 52.72276 -1.7166348  419236
## 2024     52491    05/03/1997   5     3 1997 52.72276 -1.7166348  419236
## 2025     52491    05/03/2013   5     3 2013 52.72276 -1.7166348  419236
## 2026     52491    05/07/1990   5     7 1990 52.72276 -1.7166348  419236
## 2027     52491    05/10/1995   5    10 1995 52.72276 -1.7166348  419236
## 2028     52491    05/10/2007   5    10 2007 52.72276 -1.7166348  419236
## 2029     52491    05/10/2009   5    10 2009 52.72276 -1.7166348  419236
## 2030     52491    06/07/1988   6     7 1988 52.72276 -1.7166348  419236
## 2031     52491    06/10/2000   6    10 2000 52.72276 -1.7166348  419236
## 2032     52491    07/10/1998   7    10 1998 52.72276 -1.7166348  419236
## 2033     52491    07/10/2003   7    10 2003 52.72276 -1.7166348  419236
## 2034     52491    07/11/1991   7    11 1991 52.72276 -1.7166348  419236
## 2035     52491    08/02/1993   8     2 1993 52.72276 -1.7166348  419236
## 2036     52491    09/05/2000   9     5 2000 52.72276 -1.7166348  419236
## 2037     52491    09/06/1994   9     6 1994 52.72276 -1.7166348  419236
## 2038     52491    10/04/1995  10     4 1995 52.72276 -1.7166348  419236
## 2039     52491    10/06/1993  10     6 1993 52.72276 -1.7166348  419236
## 2040     52491    10/09/1987  10     9 1987 52.72276 -1.7166348  419236
## 2041     52491    10/09/1997  10     9 1997 52.72276 -1.7166348  419236
## 2042     52491    11/04/2012  11     4 2012 52.72276 -1.7166348  419236
## 2043     52491    11/11/2011  11    11 2011 52.72276 -1.7166348  419236
## 2044     52491    12/12/1988  12    12 1988 52.72276 -1.7166348  419236
## 2045     52491    13/06/1994  13     6 1994 52.72276 -1.7166348  419236
## 2046     52491    14/09/2005  14     9 2005 52.72276 -1.7166348  419236
## 2047     52491    15/02/1988  15     2 1988 52.72276 -1.7166348  419236
## 2048     52491    15/06/1987  15     6 1987 52.72276 -1.7166348  419236
## 2049     52491    15/10/1990  15    10 1990 52.72276 -1.7166348  419236
## 2050     52491    15/11/2012  15    11 2012 52.72276 -1.7166348  419236
## 2051     52491    16/05/2008  16     5 2008 52.72276 -1.7166348  419236
## 2052     52491    17/02/1994  17     2 1994 52.72276 -1.7166348  419236
## 2053     52491    17/04/1989  17     4 1989 52.72276 -1.7166348  419236
## 2054     52491    17/09/2010  17     9 2010 52.72276 -1.7166348  419236
## 2055     52491    18/03/1992  18     3 1992 52.72276 -1.7166348  419236
## 2056     52491    18/06/1991  18     6 1991 52.72276 -1.7166348  419236
## 2057     52491    18/09/2002  18     9 2002 52.72276 -1.7166348  419236
## 2058     52491    19/04/2007  19     4 2007 52.72276 -1.7166348  419236
## 2059     52491    19/11/2013  19    11 2013 52.72276 -1.7166348  419236
## 2060     52491    21/09/1994  21     9 1994 52.72276 -1.7166348  419236
## 2061     52491    23/09/2004  23     9 2004 52.72276 -1.7166348  419236
## 2062     52491    24/03/1999  24     3 1999 52.72276 -1.7166348  419236
## 2063     52491    24/03/2004  24     3 2004 52.72276 -1.7166348  419236
## 2064     52491    24/03/2010  24     3 2010 52.72276 -1.7166348  419236
## 2065     52491    24/04/1996  24     4 1996 52.72276 -1.7166348  419236
## 2066     52491    24/04/2014  24     4 2014 52.72276 -1.7166348  419236
## 2067     52491    24/10/1996  24    10 1996 52.72276 -1.7166348  419236
## 2068     52491    25/05/2005  25     5 2005 52.72276 -1.7166348  419236
## 2069     52491    26/09/2001  26     9 2001 52.72276 -1.7166348  419236
## 2070     52491    28/03/2011  28     3 2011 52.72276 -1.7166348  419236
## 2071     52491    28/04/1998  28     4 1998 52.72276 -1.7166348  419236
## 2072     52491    29/09/1992  29     9 1992 52.72276 -1.7166348  419236
## 2073     52491    29/09/2014  29     9 2014 52.72276 -1.7166348  419236
## 2074     52491    30/01/1991  30     1 1991 52.72276 -1.7166348  419236
## 2075     52491    30/06/1992  30     6 1992 52.72276 -1.7166348  419236
## 2076     52491    30/09/1993  30     9 1993 52.72276 -1.7166348  419236
## 2077     52718    01/08/1990   1     8 1990 52.98496 -1.4836591  434762
## 2078     52718    02/05/1996   2     5 1996 52.98496 -1.4836591  434762
## 2079     52718    03/09/1985   3     9 1985 52.98496 -1.4836591  434762
## 2080     52718    04/11/1994   4    11 1994 52.98496 -1.4836591  434762
## 2081     52718    05/11/1990   5    11 1990 52.98496 -1.4836591  434762
## 2082     52718    06/07/1994   6     7 1994 52.98496 -1.4836591  434762
## 2083     52718    06/08/1990   6     8 1990 52.98496 -1.4836591  434762
## 2084     52718    08/07/1987   8     7 1987 52.98496 -1.4836591  434762
## 2085     52718    08/07/1991   8     7 1991 52.98496 -1.4836591  434762
## 2086     52718    10/05/1990  10     5 1990 52.98496 -1.4836591  434762
## 2087     52718    12/04/1994  12     4 1994 52.98496 -1.4836591  434762
## 2088     52718    12/05/2005  12     5 2005 52.98496 -1.4836591  434762
## 2089     52718    12/11/1987  12    11 1987 52.98496 -1.4836591  434762
## 2090     52718    13/06/1988  13     6 1988 52.98496 -1.4836591  434762
## 2091     52718    13/08/1992  13     8 1992 52.98496 -1.4836591  434762
## 2092     52718    16/03/1998  16     3 1998 52.98496 -1.4836591  434762
## 2093     52718    16/05/2014  16     5 2014 52.98496 -1.4836591  434762
## 2094     52718    16/11/2018  16    11 2018 52.98496 -1.4836591  434762
## 2095     52718    17/10/1993  17    10 1993 52.98496 -1.4836591  434762
## 2096     52718    17/10/2017  17    10 2017 52.98496 -1.4836591  434762
## 2097     52718    18/04/2008  18     4 2008 52.98496 -1.4836591  434762
## 2098     52718    18/06/1992  18     6 1992 52.98496 -1.4836591  434762
## 2099     52718    18/10/2016  18    10 2016 52.98496 -1.4836591  434762
## 2100     52718    18/11/2015  18    11 2015 52.98496 -1.4836591  434762
## 2101     52718    19/04/2016  19     4 2016 52.98496 -1.4836591  434762
## 2102     52718    20/09/1995  20     9 1995 52.98496 -1.4836591  434762
## 2103     52718    20/10/1997  20    10 1997 52.98496 -1.4836591  434762
## 2104     52718    21/06/1993  21     6 1993 52.98496 -1.4836591  434762
## 2105     52718    21/10/1991  21    10 1991 52.98496 -1.4836591  434762
## 2106     52718    21/11/1988  21    11 1988 52.98496 -1.4836591  434762
## 2107     52718    22/04/1993  22     4 1993 52.98496 -1.4836591  434762
## 2108     52718    22/05/2015  22     5 2015 52.98496 -1.4836591  434762
## 2109     52718    22/07/1986  22     7 1986 52.98496 -1.4836591  434762
## 2110     52718    23/04/1995  23     4 1995 52.98496 -1.4836591  434762
## 2111     52718    23/07/1985  23     7 1985 52.98496 -1.4836591  434762
## 2112     52718    23/09/1998  23     9 1998 52.98496 -1.4836591  434762
## 2113     52718    23/11/2005  23    11 2005 52.98496 -1.4836591  434762
## 2114     52718    24/04/1991  24     4 1991 52.98496 -1.4836591  434762
## 2115     52718    24/10/1996  24    10 1996 52.98496 -1.4836591  434762
## 2116     52718    25/04/2017  25     4 2017 52.98496 -1.4836591  434762
## 2117     52718    25/09/1989  25     9 1989 52.98496 -1.4836591  434762
## 2118     52718    26/06/1986  26     6 1986 52.98496 -1.4836591  434762
## 2119     52718    26/11/1992  26    11 1992 52.98496 -1.4836591  434762
## 2120     52718    27/07/1993  27     7 1993 52.98496 -1.4836591  434762
## 2121     52718    29/04/1992  29     4 1992 52.98496 -1.4836591  434762
## 2122     52718    29/04/1997  29     4 1997 52.98496 -1.4836591  434762
## 2123     52718    29/11/1999  29    11 1999 52.98496 -1.4836591  434762
## 2124     52718    30/03/1989  30     3 1989 52.98496 -1.4836591  434762
## 2125     52718    30/05/2018  30     5 2018 52.98496 -1.4836591  434762
## 2126     52718    30/10/2008  30    10 2008 52.98496 -1.4836591  434762
## 2127     53594    01/10/2003   1    10 2003 53.42738 -1.0141803  465602
## 2128     53594    01/11/2016   1    11 2016 53.42738 -1.0141803  465602
## 2129     53594    02/04/2014   2     4 2014 53.42738 -1.0141803  465602
## 2130     53594    02/05/2013   2     5 2013 53.42738 -1.0141803  465602
## 2131     53594    03/05/2001   3     5 2001 53.42738 -1.0141803  465602
## 2132     53594    04/09/1986   4     9 1986 53.42738 -1.0141803  465602
## 2133     53594    05/02/1993   5     2 1993 53.42738 -1.0141803  465602
## 2134     53594    05/08/1992   5     8 1992 53.42738 -1.0141803  465602
## 2135     53594    06/08/1987   6     8 1987 53.42738 -1.0141803  465602
## 2136     53594    07/03/1989   7     3 1989 53.42738 -1.0141803  465602
## 2137     53594    07/07/1993   7     7 1993 53.42738 -1.0141803  465602
## 2138     53594    07/10/1992   7    10 1992 53.42738 -1.0141803  465602
## 2139     53594    07/11/2017   7    11 2017 53.42738 -1.0141803  465602
## 2140     53594    07/11/2018   7    11 2018 53.42738 -1.0141803  465602
## 2141     53594    08/09/2011   8     9 2011 53.42738 -1.0141803  465602
## 2142     53594    08/10/2007   8    10 2007 53.42738 -1.0141803  465602
## 2143     53594    08/11/1995   8    11 1995 53.42738 -1.0141803  465602
## 2144     53594    09/04/1991   9     4 1991 53.42738 -1.0141803  465602
## 2145     53594    09/07/1991   9     7 1991 53.42738 -1.0141803  465602
## 2146     53594    09/09/2000   9     9 2000 53.42738 -1.0141803  465602
## 2147     53594    10/12/1999  10    12 1999 53.42738 -1.0141803  465602
## 2148     53594    11/03/1985  11     3 1985 53.42738 -1.0141803  465602
## 2149     53594    11/06/1994  11     6 1994 53.42738 -1.0141803  465602
## 2150     53594    11/09/1985  11     9 1985 53.42738 -1.0141803  465602
## 2151     53594    11/09/2015  11     9 2015 53.42738 -1.0141803  465602
## 2152     53594    11/10/2005  11    10 2005 53.42738 -1.0141803  465602
## 2153     53594    12/04/2010  12     4 2010 53.42738 -1.0141803  465602
## 2154     53594    13/03/1992  13     3 1992 53.42738 -1.0141803  465602
## 2155     53594    13/03/1997  13     3 1997 53.42738 -1.0141803  465602
## 2156     53594    13/05/1998  13     5 1998 53.42738 -1.0141803  465602
## 2157     53594    13/05/2002  13     5 2002 53.42738 -1.0141803  465602
## 2158     53594    13/10/2008  13    10 2008 53.42738 -1.0141803  465602
## 2159     53594    13/11/2014  13    11 2014 53.42738 -1.0141803  465602
## 2160     53594    15/04/2003  15     4 2003 53.42738 -1.0141803  465602
## 2161     53594    15/05/2009  15     5 2009 53.42738 -1.0141803  465602
## 2162     53594    15/05/2012  15     5 2012 53.42738 -1.0141803  465602
## 2163     53594    15/07/1986  15     7 1986 53.42738 -1.0141803  465602
## 2164     53594    15/10/1991  15    10 1991 53.42738 -1.0141803  465602
## 2165     53594    16/10/2013  16    10 2013 53.42738 -1.0141803  465602
## 2166     53594    17/04/1995  17     4 1995 53.42738 -1.0141803  465602
## 2167     53594    17/04/2007  17     4 2007 53.42738 -1.0141803  465602
## 2168     53594    17/09/1998  17     9 1998 53.42738 -1.0141803  465602
## 2169     53594    18/05/2000  18     5 2000 53.42738 -1.0141803  465602
## 2170     53594    18/10/2006  18    10 2006 53.42738 -1.0141803  465602
## 2171     53594    19/02/1987  19     2 1987 53.42738 -1.0141803  465602
## 2172     53594    19/04/1994  19     4 1994 53.42738 -1.0141803  465602
## 2173     53594    19/11/1997  19    11 1997 53.42738 -1.0141803  465602
## 2174     53594    20/05/1985  20     5 1985 53.42738 -1.0141803  465602
## 2175     53594    20/09/1989  20     9 1989 53.42738 -1.0141803  465602
## 2176     53594    20/09/2012  20     9 2012 53.42738 -1.0141803  465602
## 2177     53594    20/10/1994  20    10 1994 53.42738 -1.0141803  465602
## 2178     53594    21/04/2005  21     4 2005 53.42738 -1.0141803  465602
## 2179     53594    22/03/1988  22     3 1988 53.42738 -1.0141803  465602
## 2180     53594    22/05/2018  22     5 2018 53.42738 -1.0141803  465602
## 2181     53594    22/09/1988  22     9 1988 53.42738 -1.0141803  465602
## 2182     53594    22/09/2004  22     9 2004 53.42738 -1.0141803  465602
## 2183     53594    22/11/1996  22    11 1996 53.42738 -1.0141803  465602
## 2184     53594    23/03/2016  23     3 2016 53.42738 -1.0141803  465602
## 2185     53594    23/04/2004  23     4 2004 53.42738 -1.0141803  465602
## 2186     53594    24/02/1986  24     2 1986 53.42738 -1.0141803  465602
## 2187     53594    25/04/2008  25     4 2008 53.42738 -1.0141803  465602
## 2188     53594    25/10/2010  25    10 2010 53.42738 -1.0141803  465602
## 2189     53594    26/11/1990  26    11 1990 53.42738 -1.0141803  465602
## 2190     53594    27/03/1990  27     3 1990 53.42738 -1.0141803  465602
## 2191     53594    27/04/2006  27     4 2006 53.42738 -1.0141803  465602
## 2192     53594    27/04/2011  27     4 2011 53.42738 -1.0141803  465602
## 2193     53594    27/04/2015  27     4 2015 53.42738 -1.0141803  465602
## 2194     53594    27/06/1996  27     6 1996 53.42738 -1.0141803  465602
## 2195     53594    28/11/1985  28    11 1985 53.42738 -1.0141803  465602
## 2196     53594    30/05/2017  30     5 2017 53.42738 -1.0141803  465602
## 2197     53594    30/08/1990  30     8 1990 53.42738 -1.0141803  465602
## 2198     53594    30/09/2009  30     9 2009 53.42738 -1.0141803  465602
## 2199     53594    30/11/2001  30    11 2001 53.42738 -1.0141803  465602
## 2200     53846    02/10/2002   2    10 2002 53.06122 -1.4825243  434777
## 2201     53846    03/04/2002   3     4 2002 53.06122 -1.4825243  434777
## 2202     53846    03/06/1986   3     6 1986 53.06122 -1.4825243  434777
## 2203     53846    03/09/1986   3     9 1986 53.06122 -1.4825243  434777
## 2204     53846    03/10/1994   3    10 1994 53.06122 -1.4825243  434777
## 2205     53846    04/02/1985   4     2 1985 53.06122 -1.4825243  434777
## 2206     53846    04/03/1987   4     3 1987 53.06122 -1.4825243  434777
## 2207     53846    04/04/2017   4     4 2017 53.06122 -1.4825243  434777
## 2208     53846    05/03/1985   5     3 1985 53.06122 -1.4825243  434777
## 2209     53846    05/11/2018   5    11 2018 53.06122 -1.4825243  434777
## 2210     53846    06/03/1990   6     3 1990 53.06122 -1.4825243  434777
## 2211     53846    07/10/2013   7    10 2013 53.06122 -1.4825243  434777
## 2212     53846    08/04/1999   8     4 1999 53.06122 -1.4825243  434777
## 2213     53846    08/07/1987   8     7 1987 53.06122 -1.4825243  434777
## 2214     53846    08/10/2003   8    10 2003 53.06122 -1.4825243  434777
## 2215     53846    09/04/2003   9     4 2003 53.06122 -1.4825243  434777
## 2216     53846    10/10/2011  10    10 2011 53.06122 -1.4825243  434777
## 2217     53846    10/11/1998  10    11 1998 53.06122 -1.4825243  434777
## 2218     53846    11/03/1991  11     3 1991 53.06122 -1.4825243  434777
## 2219     53846    11/06/1991  11     6 1991 53.06122 -1.4825243  434777
## 2220     53846    12/10/1995  12    10 1995 53.06122 -1.4825243  434777
## 2221     53846    13/04/2011  13     4 2011 53.06122 -1.4825243  434777
## 2222     53846    13/06/1988  13     6 1988 53.06122 -1.4825243  434777
## 2223     53846    13/10/2015  13    10 2015 53.06122 -1.4825243  434777
## 2224     53846    14/06/1990  14     6 1990 53.06122 -1.4825243  434777
## 2225     53846    15/04/2014  15     4 2014 53.06122 -1.4825243  434777
## 2226     53846    15/10/1997  15    10 1997 53.06122 -1.4825243  434777
## 2227     53846    16/04/2015  16     4 2015 53.06122 -1.4825243  434777
## 2228     53846    17/02/1993  17     2 1993 53.06122 -1.4825243  434777
## 2229     53846    17/03/1998  17     3 1998 53.06122 -1.4825243  434777
## 2230     53846    17/04/1996  17     4 1996 53.06122 -1.4825243  434777
## 2231     53846    17/09/1991  17     9 1991 53.06122 -1.4825243  434777
## 2232     53846    17/10/2006  17    10 2006 53.06122 -1.4825243  434777
## 2233     53846    17/10/2017  17    10 2017 53.06122 -1.4825243  434777
## 2234     53846    18/01/1989  18     1 1989 53.06122 -1.4825243  434777
## 2235     53846    19/02/1992  19     2 1992 53.06122 -1.4825243  434777
## 2236     53846    19/09/2012  19     9 2012 53.06122 -1.4825243  434777
## 2237     53846    19/10/2014  19    10 2014 53.06122 -1.4825243  434777
## 2238     53846    19/11/1985  19    11 1985 53.06122 -1.4825243  434777
## 2239     53846    20/07/1989  20     7 1989 53.06122 -1.4825243  434777
## 2240     53846    20/07/1992  20     7 1992 53.06122 -1.4825243  434777
## 2241     53846    21/05/2013  21     5 2013 53.06122 -1.4825243  434777
## 2242     53846    21/06/1993  21     6 1993 53.06122 -1.4825243  434777
## 2243     53846    21/09/1992  21     9 1992 53.06122 -1.4825243  434777
## 2244     53846    22/02/1994  22     2 1994 53.06122 -1.4825243  434777
## 2245     53846    22/05/2012  22     5 2012 53.06122 -1.4825243  434777
## 2246     53846    22/07/1985  22     7 1985 53.06122 -1.4825243  434777
## 2247     53846    22/10/2009  22    10 2009 53.06122 -1.4825243  434777
## 2248     53846    22/11/1996  22    11 1996 53.06122 -1.4825243  434777
## 2249     53846    23/03/2006  23     3 2006 53.06122 -1.4825243  434777
## 2250     53846    23/03/2009  23     3 2009 53.06122 -1.4825243  434777
## 2251     53846    23/09/1993  23     9 1993 53.06122 -1.4825243  434777
## 2252     53846    24/03/2016  24     3 2016 53.06122 -1.4825243  434777
## 2253     53846    24/05/2000  24     5 2000 53.06122 -1.4825243  434777
## 2254     53846    25/02/1986  25     2 1986 53.06122 -1.4825243  434777
## 2255     53846    25/09/1990  25     9 1990 53.06122 -1.4825243  434777
## 2256     53846    26/06/1986  26     6 1986 53.06122 -1.4825243  434777
## 2257     53846    27/10/2016  27    10 2016 53.06122 -1.4825243  434777
## 2258     53846    27/11/1989  27    11 1989 53.06122 -1.4825243  434777
## 2259     53846    28/10/1999  28    10 1999 53.06122 -1.4825243  434777
## 2260     53846    29/03/1995  29     3 1995 53.06122 -1.4825243  434777
## 2261     53846    29/06/1994  29     6 1994 53.06122 -1.4825243  434777
## 2262     53846    30/01/1985  30     1 1985 53.06122 -1.4825243  434777
## 2263     53846    30/03/1988  30     3 1988 53.06122 -1.4825243  434777
## 2264     53846    30/04/1985  30     4 1985 53.06122 -1.4825243  434777
## 2265     53846    30/05/2018  30     5 2018 53.06122 -1.4825243  434777
## 2266     53846    30/06/1988  30     6 1988 53.06122 -1.4825243  434777
## 2267     53846    30/06/1997  30     6 1997 53.06122 -1.4825243  434777
## 2268     53846    30/11/2000  30    11 2000 53.06122 -1.4825243  434777
## 2269     53961    02/05/1990   2     5 1990 52.71466 -1.5598784  429829
## 2270     53961    02/07/1992   2     7 1992 52.71466 -1.5598784  429829
## 2271     53961    03/04/2003   3     4 2003 52.71466 -1.5598784  429829
## 2272     53961    03/12/1991   3    12 1991 52.71466 -1.5598784  429829
## 2273     53961    04/02/1993   4     2 1993 52.71466 -1.5598784  429829
## 2274     53961    04/11/2009   4    11 2009 52.71466 -1.5598784  429829
## 2275     53961    05/05/2006   5     5 2006 52.71466 -1.5598784  429829
## 2276     53961    05/10/1992   5    10 1992 52.71466 -1.5598784  429829
## 2277     53961    05/10/1995   5    10 1995 52.71466 -1.5598784  429829
## 2278     53961    06/10/2000   6    10 2000 52.71466 -1.5598784  429829
## 2279     53961    07/10/1998   7    10 1998 52.71466 -1.5598784  429829
## 2280     53961    08/06/1993   8     6 1993 52.71466 -1.5598784  429829
## 2281     53961    09/05/2000   9     5 2000 52.71466 -1.5598784  429829
## 2282     53961    09/07/1990   9     7 1990 52.71466 -1.5598784  429829
## 2283     53961    09/10/1989   9    10 1989 52.71466 -1.5598784  429829
## 2284     53961    10/04/1995  10     4 1995 52.71466 -1.5598784  429829
## 2285     53961    10/09/1997  10     9 1997 52.71466 -1.5598784  429829
## 2286     53961    11/03/2005  11     3 2005 52.71466 -1.5598784  429829
## 2287     53961    12/07/1988  12     7 1988 52.71466 -1.5598784  429829
## 2288     53961    12/10/2010  12    10 2010 52.71466 -1.5598784  429829
## 2289     53961    12/12/1988  12    12 1988 52.71466 -1.5598784  429829
## 2290     53961    13/07/1989  13     7 1989 52.71466 -1.5598784  429829
## 2291     53961    14/02/1994  14     2 1994 52.71466 -1.5598784  429829
## 2292     53961    14/06/1994  14     6 1994 52.71466 -1.5598784  429829
## 2293     53961    15/02/1988  15     2 1988 52.71466 -1.5598784  429829
## 2294     53961    15/05/2002  15     5 2002 52.71466 -1.5598784  429829
## 2295     53961    15/05/2012  15     5 2012 52.71466 -1.5598784  429829
## 2296     53961    15/10/1990  15    10 1990 52.71466 -1.5598784  429829
## 2297     53961    17/04/1989  17     4 1989 52.71466 -1.5598784  429829
## 2298     53961    18/03/1992  18     3 1992 52.71466 -1.5598784  429829
## 2299     53961    18/06/1991  18     6 1991 52.71466 -1.5598784  429829
## 2300     53961    18/09/2002  18     9 2002 52.71466 -1.5598784  429829
## 2301     53961    19/09/1994  19     9 1994 52.71466 -1.5598784  429829
## 2302     53961    20/03/2007  20     3 2007 52.71466 -1.5598784  429829
## 2303     53961    21/04/1997  21     4 1997 52.71466 -1.5598784  429829
## 2304     53961    21/04/1998  21     4 1998 52.71466 -1.5598784  429829
## 2305     53961    21/09/2005  21     9 2005 52.71466 -1.5598784  429829
## 2306     53961    22/10/2008  22    10 2008 52.71466 -1.5598784  429829
## 2307     53961    23/04/2014  23     4 2014 52.71466 -1.5598784  429829
## 2308     53961    23/05/2008  23     5 2008 52.71466 -1.5598784  429829
## 2309     53961    23/09/1993  23     9 1993 52.71466 -1.5598784  429829
## 2310     53961    24/03/1999  24     3 1999 52.71466 -1.5598784  429829
## 2311     53961    24/04/1996  24     4 1996 52.71466 -1.5598784  429829
## 2312     53961    24/10/1996  24    10 1996 52.71466 -1.5598784  429829
## 2313     53961    26/09/2001  26     9 2001 52.71466 -1.5598784  429829
## 2314     53961    26/09/2007  26     9 2007 52.71466 -1.5598784  429829
## 2315     53961    28/01/1991  28     1 1991 52.71466 -1.5598784  429829
## 2316     53961    29/04/2009  29     4 2009 52.71466 -1.5598784  429829
## 2317     53961    29/04/2010  29     4 2010 52.71466 -1.5598784  429829
## 2318     53961    30/09/2014  30     9 2014 52.71466 -1.5598784  429829
## 2319     53961    30/10/2012  30    10 2012 52.71466 -1.5598784  429829
##      Northing distinct_families   MY.DATE1 julian day_in_year julian36minus
## 1      356712                10 09/01/1992   8279         245          8243
## 2      356712                21 04/03/2012  15433          94         15397
## 3      356712                16 11/03/2016  17108         308         17072
## 4      356712                18 03/04/1991   7732          63          7696
## 5      356712                20 03/04/2013  15768          63         15732
## 6      356712                20 04/04/2006  13242          94         13206
## 7      356712                21 09/04/1991   7916         247          7880
## 8      356712                25 02/05/1998  10262          36         10226
## 9      356712                26 09/05/1994   9013         248          8977
## 10     356712                24 09/06/1995   9379         249          9343
## 11     356712                17 10/06/1986   6122         279          6086
## 12     356712                24 04/07/2011  15071          97         15035
## 13     356712                14 10/07/2013  15985         280         15949
## 14     356712                17 11/07/1989   7250         311          7214
## 15     356712                21 09/08/1987   6459         251          6423
## 16     356712                20 09/08/1993   8651         251          8615
## 17     356712                23 03/09/1994   8833          68          8797
## 18     356712                10 04/09/2015  16534          99         16498
## 19     356712                13 05/09/2002  11816         129         11780
## 20     356712                27 10/09/1996   9778         283          9742
## 21     356712                21 10/09/1998  10508         282         10472
## 22     356712                17 10/09/2002  11969         282         11933
## 23     356712                20 10/10/2005  13066         283         13030
## 24     356712                18 04/11/1996   9597         102          9561
## 25     356712                16 05/11/2001  11453         131         11417
## 26     356712                11 05/11/2005  12914         131         12878
## 27     356712                11 05/11/2010  14740         131         14704
## 28     356712                17 06/11/1991   7831         162          7795
## 29     356712                21 10/11/2011  15258         284         15222
## 30     356712                17 09/13/2012  15596         257         15560
## 31     356712                17 03/14/1990   7377          73          7341
## 32     356712                23 07/15/1988   6770         197          6734
## 33     356712                29 10/16/1997  10150         289         10114
## 34     356712                18 09/17/1990   7564         260          7528
## 35     356712                19 11/17/2017  17487         321         17451
## 36     356712                17 03/19/2009  14322          78         14286
## 37     356712                21 09/19/1985   5740         262          5704
## 38     356712                25 09/19/2008  14141         263         14105
## 39     356712                13 03/20/2000  11036          80         11000
## 40     356712                20 06/20/1985   5649         171          5613
## 41     356712                19 02/21/1989   6991          52          6955
## 42     356712                17 05/21/1999  10732         141         10696
## 43     356712                16 10/21/2010  14903         294         14867
## 44     356712                18 11/21/2018  17856         325         17820
## 45     356712                10 03/22/2011  15055          81         15019
## 46     356712                17 04/22/2008  13991         113         13955
## 47     356712                16 05/22/2003  12194         142         12158
## 48     356712                19 08/22/1989   7173         234          7137
## 49     356712                26 03/23/1995   9212          82          9176
## 50     356712                15 03/23/2016  16883          83         16847
## 51     356712                19 04/23/1987   6321         113          6285
## 52     356712                24 05/23/2018  17674         143         17638
## 53     356712                18 06/23/1986   6017         174          5981
## 54     356712                13 06/23/1992   8209         175          8173
## 55     356712                29 05/25/2017  17311         145         17275
## 56     356712                16 06/25/1990   7480         176          7444
## 57     356712                22 02/26/1988   6630          57          6594
## 58     356712                13 02/26/1992   8091          57          8055
## 59     356712                16 10/26/2015  16734         299         16698
## 60     356712                25 01/27/1997   9888          27          9852
## 61     356712                17 03/27/1985   5564          86          5528
## 62     356712                19 10/27/2009  14544         300         14508
## 63     356712                 8 03/28/1986   5930          87          5894
## 64     356712                22 03/29/1993   8488          88          8452
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## 779    319423                15 08/07/1991   7888         219          7852
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## 1028   285159                22 02/15/1988   6619          46          6583
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## 1032   285159                20 06/16/1999  10758         167         10722
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## 1034   285159                24 03/17/1987   6284          76          6248
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## 1070   309811                32 04/03/2017  17259          93         17223
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## 1086   309811                31 05/09/2013  15834         129         15798
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## 1126   309811                27 07/22/2004  12621         204         12585
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## 1230   325916                25 06/30/1987   6389         181          6353
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## 1433   322888                31 04/12/2017  17268         102         17232
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## 1446   322888                22 06/18/2015  16604         169         16568
## 1447   322888                27 11/18/2013  16027         322         15991
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## 1469   322888                23 10/26/1988   6873         300          6837
## 1470   322888                27 04/27/2015  16552         117         16516
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## 1472   322888                22 06/27/2017  17344         178         17308
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## 1818   319005                22 05/18/1990   7442         138          7406
## 1819   319005                31 09/18/2008  14140         262         14104
## 1820   319005                31 12/18/1985   5830         352          5794
## 1821   319005                30 04/19/2002  11796         109         11760
## 1822   319005                29 04/19/2013  15814         109         15778
## 1823   319005                20 07/19/1990   7504         200          7468
## 1824   319005                22 02/20/1991   7720          51          7684
## 1825   319005                30 04/20/2015  16545         110         16509
## 1826   319005                20 10/20/1987   6501         293          6465
## 1827   319005                35 10/20/2006  13441         293         13405
## 1828   319005                36 03/21/2006  13228          80         13192
## 1829   319005                14 09/21/2005  13047         264         13011
## 1830   319005                25 04/22/1986   5955         112          5919
## 1831   319005                27 05/22/1995   9272         142          9236
## 1832   319005                38 10/22/2007  13808         295         13772
## 1833   319005                40 09/23/2014  16336         266         16300
## 1834   319005                27 03/24/1987   6291          83          6255
## 1835   319005                17 02/25/1988   6629          56          6593
## 1836   319005                26 02/26/1999  10648          57         10612
## 1837   319005                28 03/26/1998  10311          85         10275
## 1838   319005                27 03/26/2009  14329          85         14293
## 1839   319005                31 05/27/1997  10008         147          9972
## 1840   319005                32 06/27/2017  17344         178         17308
## 1841   319005                26 09/27/1982   4652         270          4616
## 1842   319005                36 04/28/2004  12536         119         12500
## 1843   319005                30 09/28/2010  14880         271         14844
## 1844   319005                22 07/29/1991   7879         210          7843
## 1845   319005                17 09/29/1992   8307         273          8271
## 1846   319005                29 10/29/2003  12354         302         12318
## 1847   319005                20 03/30/1993   8489          89          8453
## 1848   319005                31 03/30/1994   8854          89          8818
## 1849   319005                28 11/30/1989   7273         334          7237
## 1850   319005                20 10/31/1991   7973         304          7937
## 1851   376321                31 05/01/2013  15826         121         15790
## 1852   376321                23 10/01/2003  12326         274         12290
## 1853   376321                25 05/03/2001  11445         123         11409
## 1854   376321                21 09/04/1986   6090         247          6054
## 1855   376321                19 02/05/1993   8436          36          8400
## 1856   376321                22 08/05/1992   8252         218          8216
## 1857   376321                28 11/05/1995   9439         309          9403
## 1858   376321                14 08/06/1987   6426         218          6390
## 1859   376321                16 03/07/1989   7005          66          6969
## 1860   376321                24 07/07/1993   8588         188          8552
## 1861   376321                26 10/07/1992   8315         281          8279
## 1862   376321                22 10/08/2007  13794         281         13758
## 1863   376321                16 04/09/1991   7768          99          7732
## 1864   376321                17 07/09/1991   7859         190          7823
## 1865   376321                23 09/09/2000  11209         253         11173
## 1866   376321                24 12/10/1999  10935         344         10899
## 1867   376321                20 03/11/1985   5548          70          5512
## 1868   376321                25 06/11/1994   8927         162          8891
## 1869   376321                18 09/11/1985   5732         254          5696
## 1870   376321                26 09/11/2015  16689         254         16653
## 1871   376321                21 10/11/2005  13067         284         13031
## 1872   376321                17 03/13/1992   8107          73          8071
## 1873   376321                19 03/13/1997   9933          72          9897
## 1874   376321                23 05/13/1998  10359         133         10323
## 1875   376321                27 05/13/2002  11820         133         11784
## 1876   376321                28 10/13/2008  14165         287         14129
## 1877   376321                20 04/15/2003  12157         105         12121
## 1878   376321                22 10/15/1991   7957         288          7921
## 1879   376321                30 09/16/2013  15964         259         15928
## 1880   376321                21 04/17/1995   9237         107          9201
## 1881   376321                19 04/17/2007  13620         107         13584
## 1882   376321                18 09/17/1998  10486         260         10450
## 1883   376321                26 05/18/2000  11095         139         11059
## 1884   376321                31 10/18/2006  13439         291         13403
## 1885   376321                15 02/19/1987   6258          50          6222
## 1886   376321                26 04/19/1994   8874         109          8838
## 1887   376321                29 11/19/1997  10184         323         10148
## 1888   376321                20 09/20/1989   7202         263          7166
## 1889   376321                19 10/20/1994   9058         293          9022
## 1890   376321                24 04/21/2005  12894         111         12858
## 1891   376321                12 03/22/1988   6655          82          6619
## 1892   376321                30 04/22/2009  14356         112         14320
## 1893   376321                18 09/22/1988   6839         266          6803
## 1894   376321                25 09/22/2004  12683         266         12647
## 1895   376321                20 11/22/1996   9822         327          9786
## 1896   376321                26 04/23/2004  12531         114         12495
## 1897   376321                20 02/24/1986   5898          55          5862
## 1898   376321                25 04/25/2008  13994         116         13958
## 1899   376321                26 11/26/1990   7634         330          7598
## 1900   376321                16 03/27/1990   7390          86          7354
## 1901   376321                31 04/27/2006  13265         117         13229
## 1902   376321                23 04/27/2015  16552         117         16516
## 1903   376321                26 11/28/2002  12019         332         11983
## 1904   376321                16 08/30/1990   7546         242          7510
## 1905   376321                29 09/30/2009  14517         273         14481
## 1906   361562                17 12/01/1988   6909         336          6873
## 1907   361562                20 07/02/1997  10044         183         10008
## 1908   361562                28 10/02/2002  11962         275         11926
## 1909   361562                28 10/02/2013  15980         275         15944
## 1910   361562                17 06/03/1986   5997         154          5961
## 1911   361562                21 10/03/1994   9041         276          9005
## 1912   361562                14 01/04/1988   6577           4          6541
## 1913   361562                20 02/04/1987   6243          35          6207
## 1914   361562                30 05/04/2010  14733         124         14697
## 1915   361562                20 03/05/1985   5542          64          5506
## 1916   361562                26 10/05/2010  14887         278         14851
## 1917   361562                25 03/07/1990   7370          66          7334
## 1918   361562                31 05/07/2013  15832         127         15796
## 1919   361562                26 03/08/1995   9197          67          9161
## 1920   361562                26 04/09/2015  16534          99         16498
## 1921   361562                20 03/11/1991   7739          70          7703
## 1922   361562                27 06/11/1991   7831         162          7795
## 1923   361562                26 12/11/1996   9841         346          9805
## 1924   361562                20 10/12/1995   9415         285          9379
## 1925   361562                21 11/12/1998  10542         316         10506
## 1926   361562                25 10/13/2015  16721         286         16685
## 1927   361562                21 06/14/1990   7469         165          7433
## 1928   361562                23 03/15/2016  16875          75         16839
## 1929   361562                20 02/17/1993   8448          48          8412
## 1930   361562                28 03/17/1998  10302          76         10266
## 1931   361562                14 01/18/1989   6957          18          6921
## 1932   361562                28 05/18/2007  13651         138         13615
## 1933   361562                20 09/18/1991   7930         261          7894
## 1934   361562                19 02/19/1992   8084          50          8048
## 1935   361562                14 10/19/2004  12710         293         12674
## 1936   361562                19 11/19/1985   5801         323          5765
## 1937   361562                19 07/20/1989   7140         201          7104
## 1938   361562                27 07/20/1992   8236         202          8200
## 1939   361562                25 06/21/1993   8572         172          8536
## 1940   361562                18 09/21/1992   8299         265          8263
## 1941   361562                25 10/21/1997  10155         294         10119
## 1942   361562                21 02/22/1994   8818          53          8782
## 1943   361562                21 09/23/1993   8666         266          8630
## 1944   361562                28 05/24/2000  11101         145         11065
## 1945   361562                27 09/24/2018  17798         267         17762
## 1946   361562                30 10/24/2016  17098         298         17062
## 1947   361562                26 09/25/1990   7572         268          7536
## 1948   361562                18 10/25/2007  13811         298         13775
## 1949   361562                20 04/26/1996   9612         117          9576
## 1950   361562                20 11/26/2013  16035         330         15999
## 1951   361562                29 10/27/1999  10891         300         10855
## 1952   361562                21 03/29/2004  12506          89         12470
## 1953   361562                23 06/29/1994   8945         180          8909
## 1954   361562                20 07/29/1985   5688         210          5652
## 1955   361562                20 04/30/1985   5598         120          5562
## 1956   361562                29 05/30/2018  17681         150         17645
## 1957   361562                18 06/30/1988   6755         182          6719
## 1958   361562                21 11/30/2000  11291         335         11255
## 1959   361562                23 11/30/2001  11656         334         11620
## 1960   371131                20 10/01/2004  12692         275         12656
## 1961   371131                22 04/02/2004  12510          93         12474
## 1962   371131                20 04/03/1995   9223          93          9187
## 1963   371131                17 05/03/2001  11445         123         11409
## 1964   371131                16 10/03/1989   7215         276          7179
## 1965   371131                25 11/03/1993   8707         307          8671
## 1966   371131                22 05/04/2006  13272         124         13236
## 1967   371131                29 10/04/2001  11599         277         11563
## 1968   371131                18 04/05/2007  13608          95         13572
## 1969   371131                20 05/05/1993   8525         125          8489
## 1970   371131                17 05/05/2015  16560         125         16524
## 1971   371131                18 08/05/1992   8252         218          8216
## 1972   371131                23 05/06/2010  14735         126         14699
## 1973   371131                14 11/06/1985   5788         310          5752
## 1974   371131                26 05/07/2008  14006         128         13970
## 1975   371131                26 05/07/2014  16197         127         16161
## 1976   371131                14 10/07/2010  14889         280         14853
## 1977   371131                12 08/08/1990   7524         220          7488
## 1978   371131                15 05/09/1994   8894         129          8858
## 1979   371131                26 07/10/1996   9687         192          9651
## 1980   371131                19 08/10/1993   8622         222          8586
## 1981   371131                20 11/10/1987   6522         314          6486
## 1982   371131                19 05/12/1988   6706         133          6670
## 1983   371131                22 06/12/1986   6006         163          5970
## 1984   371131                27 08/12/1997  10085         224         10049
## 1985   371131                19 11/12/1986   6159         316          6123
## 1986   371131                30 09/13/1999  10847         256         10811
## 1987   371131                23 10/13/2005  13069         286         13033
## 1988   371131                19 10/13/2009  14530         286         14494
## 1989   371131                23 11/14/1995   9448         318          9412
## 1990   371131                26 03/15/2002  11761          74         11725
## 1991   371131                27 03/16/2005  12858          75         12822
## 1992   371131                23 04/16/2003  12158         106         12122
## 1993   371131                20 11/16/1990   7624         320          7588
## 1994   371131                24 11/16/1992   8355         321          8319
## 1995   371131                25 09/17/2008  14139         261         14103
## 1996   371131                17 04/18/2018  17639         108         17603
## 1997   371131                22 05/18/2000  11095         139         11059
## 1998   371131                22 09/18/2015  16696         261         16660
## 1999   371131                22 10/18/2007  13804         291         13768
## 2000   371131                22 12/19/1996   9849         354          9813
## 2001   371131                12 06/20/1989   7110         171          7074
## 2002   371131                18 05/21/1987   6349         141          6313
## 2003   371131                15 05/21/1992   8176         142          8140
## 2004   371131                26 05/21/1998  10367         141         10331
## 2005   371131                20 11/21/1991   7994         325          7958
## 2006   371131                27 11/21/2006  13473         325         13437
## 2007   371131                21 12/21/1994   9120         355          9084
## 2008   371131                18 04/22/2009  14356         112         14320
## 2009   371131                19 05/23/1985   5621         143          5585
## 2010   371131                13 05/23/1991   7812         143          7776
## 2011   371131                19 10/24/1988   6871         298          6835
## 2012   371131                16 11/25/1998  10555         329         10519
## 2013   371131                22 11/25/2003  12381         329         12345
## 2014   371131                18 07/27/1994   8973         208          8937
## 2015   371131                19 11/27/1997  10192         331         10156
## 2016   371131                28 11/28/2000  11289         333         11253
## 2017   371131                19 10/30/2018  17834         303         17798
## 2018   371131                26 11/30/2002  12021         334         11985
## 2019   313939                22 05/01/1990   7425         121          7389
## 2020   313939                25 04/03/2003  12145          93         12109
## 2021   313939                30 09/03/2008  14125         247         14089
## 2022   313939                19 10/03/1989   7215         276          7179
## 2023   313939                23 03/05/1987   6272          64          6236
## 2024   313939                27 03/05/1997   9925          64          9889
## 2025   313939                23 03/05/2013  15769          64         15733
## 2026   313939                18 07/05/1990   7490         186          7454
## 2027   313939                26 10/05/1995   9408         278          9372
## 2028   313939                29 10/05/2007  13791         278         13755
## 2029   313939                33 10/05/2009  14522         278         14486
## 2030   313939                21 07/06/1988   6761         188          6725
## 2031   313939                24 10/06/2000  11236         280         11200
## 2032   313939                26 10/07/1998  10506         280         10470
## 2033   313939                30 10/07/2003  12332         280         12296
## 2034   313939                26 11/07/1991   7980         311          7944
## 2035   313939                29 02/08/1993   8439          39          8403
## 2036   313939                25 05/09/2000  11086         130         11050
## 2037   313939                21 06/09/1994   8925         160          8889
## 2038   313939                25 04/10/1995   9230         100          9194
## 2039   313939                23 06/10/1993   8561         161          8525
## 2040   313939                24 09/10/1987   6461         253          6425
## 2041   313939                27 09/10/1997  10114         253         10078
## 2042   313939                31 04/11/2012  15441         102         15405
## 2043   313939                31 11/11/2011  15289         315         15253
## 2044   313939                24 12/12/1988   6920         347          6884
## 2045   313939                24 06/13/1994   8929         164          8893
## 2046   313939                30 09/14/2005  13040         257         13004
## 2047   313939                19 02/15/1988   6619          46          6583
## 2048   313939                24 06/15/1987   6374         166          6338
## 2049   313939                26 10/15/1990   7592         288          7556
## 2050   313939                21 11/15/2012  15659         320         15623
## 2051   313939                34 05/16/2008  14015         137         13979
## 2052   313939                25 02/17/1994   8813          48          8777
## 2053   313939                18 04/17/1989   7046         107          7010
## 2054   313939                30 09/17/2010  14869         260         14833
## 2055   313939                31 03/18/1992   8112          78          8076
## 2056   313939                18 06/18/1991   7838         169          7802
## 2057   313939                24 09/18/2002  11948         261         11912
## 2058   313939                29 04/19/2007  13622         109         13586
## 2059   313939                23 11/19/2013  16028         323         15992
## 2060   313939                22 09/21/1994   9029         264          8993
## 2061   313939                27 09/23/2004  12684         267         12648
## 2062   313939                22 03/24/1999  10674          83         10638
## 2063   313939                23 03/24/2004  12501          84         12465
## 2064   313939                27 03/24/2010  14692          83         14656
## 2065   313939                27 04/24/1996   9610         115          9574
## 2066   313939                28 04/24/2014  16184         114         16148
## 2067   313939                28 10/24/1996   9793         298          9757
## 2068   313939                33 05/25/2005  12928         145         12892
## 2069   313939                22 09/26/2001  11591         269         11555
## 2070   313939                29 03/28/2011  15061          87         15025
## 2071   313939                30 04/28/1998  10344         118         10308
## 2072   313939                27 09/29/1992   8307         273          8271
## 2073   313939                27 09/29/2014  16342         272         16306
## 2074   313939                19 01/30/1991   7699          30          7663
## 2075   313939                30 06/30/1992   8216         182          8180
## 2076   313939                29 09/30/1993   8673         273          8637
## 2077   343193                 9 08/01/1990   7517         213          7481
## 2078   343193                28 05/02/1996   9618         123          9582
## 2079   343193                18 09/03/1985   5724         246          5688
## 2080   343193                27 11/04/1994   9073         308          9037
## 2081   343193                18 11/05/1990   7613         309          7577
## 2082   343193                17 07/06/1994   8952         187          8916
## 2083   343193                15 08/06/1990   7522         218          7486
## 2084   343193                13 07/08/1987   6397         189          6361
## 2085   343193                19 07/08/1991   7858         189          7822
## 2086   343193                16 05/10/1990   7434         130          7398
## 2087   343193                19 04/12/1994   8867         102          8831
## 2088   343193                22 05/12/2005  12915         132         12879
## 2089   343193                11 11/12/1987   6524         316          6488
## 2090   343193                14 06/13/1988   6738         165          6702
## 2091   343193                18 08/13/1992   8260         226          8224
## 2092   343193                23 03/16/1998  10301          75         10265
## 2093   343193                27 05/16/2014  16206         136         16170
## 2094   343193                24 11/16/2018  17851         320         17815
## 2095   343193                21 10/17/1993   8690         290          8654
## 2096   343193                29 10/17/2017  17456         290         17420
## 2097   343193                25 04/18/2008  13987         109         13951
## 2098   343193                15 06/18/1992   8204         170          8168
## 2099   343193                31 10/18/2016  17092         292         17056
## 2100   343193                38 11/18/2015  16757         322         16721
## 2101   343193                26 04/19/2016  16910         110         16874
## 2102   343193                29 09/20/1995   9393         263          9357
## 2103   343193                28 10/20/1997  10154         293         10118
## 2104   343193                19 06/21/1993   8572         172          8536
## 2105   343193                24 10/21/1991   7963         294          7927
## 2106   343193                12 11/21/1988   6899         326          6863
## 2107   343193                16 04/22/1993   8512         112          8476
## 2108   343193                28 05/22/2015  16577         142         16541
## 2109   343193                14 07/22/1986   6046         203          6010
## 2110   343193                19 04/23/1995   9243         113          9207
## 2111   343193                14 07/23/1985   5682         204          5646
## 2112   343193                20 09/23/1998  10492         266         10456
## 2113   343193                20 11/23/2005  13110         327         13074
## 2114   343193                10 04/24/1991   7783         114          7747
## 2115   343193                25 10/24/1996   9793         298          9757
## 2116   343193                29 04/25/2017  17281         115         17245
## 2117   343193                18 09/25/1989   7207         268          7171
## 2118   343193                19 06/26/1986   6020         177          5984
## 2119   343193                15 11/26/1992   8365         331          8329
## 2120   343193                11 07/27/1993   8608         208          8572
## 2121   343193                 9 04/29/1992   8154         120          8118
## 2122   343193                23 04/29/1997   9980         119          9944
## 2123   343193                30 11/29/1999  10924         333         10888
## 2124   343193                11 03/30/1989   7028          89          6992
## 2125   343193                29 05/30/2018  17681         150         17645
## 2126   343193                26 10/30/2008  14182         304         14146
## 2127   392740                20 10/01/2003  12326         274         12290
## 2128   392740                32 11/01/2016  17106         306         17070
## 2129   392740                26 04/02/2014  16162          92         16126
## 2130   392740                20 05/02/2013  15827         122         15791
## 2131   392740                32 05/03/2001  11445         123         11409
## 2132   392740                20 09/04/1986   6090         247          6054
## 2133   392740                12 02/05/1993   8436          36          8400
## 2134   392740                16 08/05/1992   8252         218          8216
## 2135   392740                16 08/06/1987   6426         218          6390
## 2136   392740                16 03/07/1989   7005          66          6969
## 2137   392740                17 07/07/1993   8588         188          8552
## 2138   392740                15 10/07/1992   8315         281          8279
## 2139   392740                28 11/07/2017  17477         311         17441
## 2140   392740                26 11/07/2018  17842         311         17806
## 2141   392740                25 09/08/2011  15225         251         15189
## 2142   392740                23 10/08/2007  13794         281         13758
## 2143   392740                22 11/08/1995   9442         312          9406
## 2144   392740                17 04/09/1991   7768          99          7732
## 2145   392740                21 07/09/1991   7859         190          7823
## 2146   392740                30 09/09/2000  11209         253         11173
## 2147   392740                19 12/10/1999  10935         344         10899
## 2148   392740                14 03/11/1985   5548          70          5512
## 2149   392740                20 06/11/1994   8927         162          8891
## 2150   392740                13 09/11/1985   5732         254          5696
## 2151   392740                21 09/11/2015  16689         254         16653
## 2152   392740                27 10/11/2005  13067         284         13031
## 2153   392740                27 04/12/2010  14711         102         14675
## 2154   392740                18 03/13/1992   8107          73          8071
## 2155   392740                19 03/13/1997   9933          72          9897
## 2156   392740                24 05/13/1998  10359         133         10323
## 2157   392740                29 05/13/2002  11820         133         11784
## 2158   392740                26 10/13/2008  14165         287         14129
## 2159   392740                20 11/13/2014  16387         317         16351
## 2160   392740                23 04/15/2003  12157         105         12121
## 2161   392740                20 05/15/2009  14379         135         14343
## 2162   392740                24 05/15/2012  15475         136         15439
## 2163   392740                21 07/15/1986   6039         196          6003
## 2164   392740                21 10/15/1991   7957         288          7921
## 2165   392740                23 10/16/2013  15994         289         15958
## 2166   392740                21 04/17/1995   9237         107          9201
## 2167   392740                26 04/17/2007  13620         107         13584
## 2168   392740                19 09/17/1998  10486         260         10450
## 2169   392740                21 05/18/2000  11095         139         11059
## 2170   392740                28 10/18/2006  13439         291         13403
## 2171   392740                12 02/19/1987   6258          50          6222
## 2172   392740                23 04/19/1994   8874         109          8838
## 2173   392740                22 11/19/1997  10184         323         10148
## 2174   392740                19 05/20/1985   5618         140          5582
## 2175   392740                16 09/20/1989   7202         263          7166
## 2176   392740                33 09/20/2012  15603         264         15567
## 2177   392740                23 10/20/1994   9058         293          9022
## 2178   392740                25 04/21/2005  12894         111         12858
## 2179   392740                15 03/22/1988   6655          82          6619
## 2180   392740                22 05/22/2018  17673         142         17637
## 2181   392740                16 09/22/1988   6839         266          6803
## 2182   392740                27 09/22/2004  12683         266         12647
## 2183   392740                14 11/22/1996   9822         327          9786
## 2184   392740                25 03/23/2016  16883          83         16847
## 2185   392740                33 04/23/2004  12531         114         12495
## 2186   392740                10 02/24/1986   5898          55          5862
## 2187   392740                27 04/25/2008  13994         116         13958
## 2188   392740                23 10/25/2010  14907         298         14871
## 2189   392740                22 11/26/1990   7634         330          7598
## 2190   392740                21 03/27/1990   7390          86          7354
## 2191   392740                38 04/27/2006  13265         117         13229
## 2192   392740                15 04/27/2011  15091         117         15055
## 2193   392740                20 04/27/2015  16552         117         16516
## 2194   392740                24 06/27/1996   9674         179          9638
## 2195   392740                19 11/28/1985   5810         332          5774
## 2196   392740                23 05/30/2017  17316         150         17280
## 2197   392740                18 08/30/1990   7546         242          7510
## 2198   392740                26 09/30/2009  14517         273         14481
## 2199   392740                19 11/30/2001  11656         334         11620
## 2200   351678                14 10/02/2002  11962         275         11926
## 2201   351678                21 04/03/2002  11780          93         11744
## 2202   351678                 8 06/03/1986   5997         154          5961
## 2203   351678                 8 09/03/1986   6089         246          6053
## 2204   351678                17 10/03/1994   9041         276          9005
## 2205   351678                 9 02/04/1985   5513          35          5477
## 2206   351678                12 03/04/1987   6271          63          6235
## 2207   351678                19 04/04/2017  17260          94         17224
## 2208   351678                 7 03/05/1985   5542          64          5506
## 2209   351678                29 11/05/2018  17840         309         17804
## 2210   351678                13 03/06/1990   7369          65          7333
## 2211   351678                15 10/07/2013  15985         280         15949
## 2212   351678                11 04/08/1999  10689          98         10653
## 2213   351678                 9 07/08/1987   6397         189          6361
## 2214   351678                20 10/08/2003  12333         281         12297
## 2215   351678                13 04/09/2003  12151          99         12115
## 2216   351678                20 10/10/2011  15257         283         15221
## 2217   351678                21 11/10/1998  10540         314         10504
## 2218   351678                13 03/11/1991   7739          70          7703
## 2219   351678                10 06/11/1991   7831         162          7795
## 2220   351678                25 10/12/1995   9415         285          9379
## 2221   351678                24 04/13/2011  15077         103         15041
## 2222   351678                11 06/13/1988   6738         165          6702
## 2223   351678                22 10/13/2015  16721         286         16685
## 2224   351678                11 06/14/1990   7469         165          7433
## 2225   351678                19 04/15/2014  16175         105         16139
## 2226   351678                19 10/15/1997  10149         288         10113
## 2227   351678                19 04/16/2015  16541         106         16505
## 2228   351678                11 02/17/1993   8448          48          8412
## 2229   351678                16 03/17/1998  10302          76         10266
## 2230   351678                15 04/17/1996   9603         108          9567
## 2231   351678                11 09/17/1991   7929         260          7893
## 2232   351678                11 10/17/2006  13438         290         13402
## 2233   351678                22 10/17/2017  17456         290         17420
## 2234   351678                12 01/18/1989   6957          18          6921
## 2235   351678                15 02/19/1992   8084          50          8048
## 2236   351678                17 09/19/2012  15602         263         15566
## 2237   351678                22 10/19/2014  16362         292         16326
## 2238   351678                13 11/19/1985   5801         323          5765
## 2239   351678                13 07/20/1989   7140         201          7104
## 2240   351678                16 07/20/1992   8236         202          8200
## 2241   351678                20 05/21/2013  15846         141         15810
## 2242   351678                14 06/21/1993   8572         172          8536
## 2243   351678                10 09/21/1992   8299         265          8263
## 2244   351678                16 02/22/1994   8818          53          8782
## 2245   351678                21 05/22/2012  15482         143         15446
## 2246   351678                 9 07/22/1985   5681         203          5645
## 2247   351678                18 10/22/2009  14539         295         14503
## 2248   351678                16 11/22/1996   9822         327          9786
## 2249   351678                15 03/23/2006  13230          82         13194
## 2250   351678                19 03/23/2009  14326          82         14290
## 2251   351678                15 09/23/1993   8666         266          8630
## 2252   351678                23 03/24/2016  16884          84         16848
## 2253   351678                17 05/24/2000  11101         145         11065
## 2254   351678                10 02/25/1986   5899          56          5863
## 2255   351678                14 09/25/1990   7572         268          7536
## 2256   351678                12 06/26/1986   6020         177          5984
## 2257   351678                22 10/27/2016  17101         301         17065
## 2258   351678                12 11/27/1989   7270         331          7234
## 2259   351678                12 10/28/1999  10892         301         10856
## 2260   351678                17 03/29/1995   9218          88          9182
## 2261   351678                14 06/29/1994   8945         180          8909
## 2262   351678                 8 01/30/1985   5508          30          5472
## 2263   351678                12 03/30/1988   6663          90          6627
## 2264   351678                 7 04/30/1985   5598         120          5562
## 2265   351678                21 05/30/2018  17681         150         17645
## 2266   351678                10 06/30/1988   6755         182          6719
## 2267   351678                14 06/30/1997  10042         181         10006
## 2268   351678                18 11/30/2000  11291         335         11255
## 2269   313091                 7 05/02/1990   7426         122          7390
## 2270   313091                10 07/02/1992   8218         184          8182
## 2271   313091                14 04/03/2003  12145          93         12109
## 2272   313091                11 12/03/1991   8006         337          7970
## 2273   313091                14 02/04/1993   8435          35          8399
## 2274   313091                16 11/04/2009  14552         308         14516
## 2275   313091                19 05/05/2006  13273         125         13237
## 2276   313091                11 10/05/1992   8313         279          8277
## 2277   313091                18 10/05/1995   9408         278          9372
## 2278   313091                12 10/06/2000  11236         280         11200
## 2279   313091                20 10/07/1998  10506         280         10470
## 2280   313091                12 06/08/1993   8559         159          8523
## 2281   313091                 9 05/09/2000  11086         130         11050
## 2282   313091                 8 07/09/1990   7494         190          7458
## 2283   313091                 4 10/09/1989   7221         282          7185
## 2284   313091                11 04/10/1995   9230         100          9194
## 2285   313091                20 09/10/1997  10114         253         10078
## 2286   313091                14 03/11/2005  12853          70         12817
## 2287   313091                 7 07/12/1988   6767         194          6731
## 2288   313091                23 10/12/2010  14894         285         14858
## 2289   313091                 9 12/12/1988   6920         347          6884
## 2290   313091                 7 07/13/1989   7133         194          7097
## 2291   313091                10 02/14/1994   8810          45          8774
## 2292   313091                12 06/14/1994   8930         165          8894
## 2293   313091                 8 02/15/1988   6619          46          6583
## 2294   313091                21 05/15/2002  11822         135         11786
## 2295   313091                19 05/15/2012  15475         136         15439
## 2296   313091                 8 10/15/1990   7592         288          7556
## 2297   313091                 5 04/17/1989   7046         107          7010
## 2298   313091                 9 03/18/1992   8112          78          8076
## 2299   313091                 8 06/18/1991   7838         169          7802
## 2300   313091                14 09/18/2002  11948         261         11912
## 2301   313091                15 09/19/1994   9027         262          8991
## 2302   313091                20 03/20/2007  13592          79         13556
## 2303   313091                15 04/21/1997   9972         111          9936
## 2304   313091                19 04/21/1998  10337         111         10301
## 2305   313091                15 09/21/2005  13047         264         13011
## 2306   313091                13 10/22/2008  14174         296         14138
## 2307   313091                23 04/23/2014  16183         113         16147
## 2308   313091                31 05/23/2008  14022         144         13986
## 2309   313091                14 09/23/1993   8666         266          8630
## 2310   313091                16 03/24/1999  10674          83         10638
## 2311   313091                16 04/24/1996   9610         115          9574
## 2312   313091                18 10/24/1996   9793         298          9757
## 2313   313091                11 09/26/2001  11591         269         11555
## 2314   313091                13 09/26/2007  13782         269         13746
## 2315   313091                 7 01/28/1991   7697          28          7661
## 2316   313091                18 04/29/2009  14363         119         14327
## 2317   313091                19 04/29/2010  14728         119         14692
## 2318   313091                18 09/30/2014  16343         273         16307
## 2319   313091                20 10/30/2012  15643         304         15607
##      chemical_mean  BOD_mean ammonia_mean ALTITUDE alkalinity_mean
## 1      0.025000000  4.357143  0.009000000       10       167.00000
## 2               NA        NA           NA       10              NA
## 3               NA        NA           NA       10              NA
## 4      0.020000000  4.933333  0.011831000       10       150.16667
## 5               NA        NA           NA       10              NA
## 6               NA        NA           NA       10              NA
## 7               NA  3.444444  0.018790000       10       170.40000
## 8               NA  1.928571  0.006800000       10       159.71429
## 9               NA  4.166667  0.003500000       10       174.66667
## 10              NA  3.642857  0.005286000       10       175.42857
## 11     0.005500000  5.505000  0.012222000       10       152.00000
## 12              NA        NA           NA       10              NA
## 13              NA        NA           NA       10              NA
## 14              NA  4.490000  0.020163000       10              NA
## 15              NA  3.958750  0.014875000       10              NA
## 16     0.025000000  4.029412  0.005500000       10       173.94118
## 17              NA  3.127273  0.004333000       10       147.58333
## 18              NA        NA           NA       10              NA
## 19              NA        NA           NA       10              NA
## 20              NA  3.400000  0.002600000       10       168.60000
## 21              NA  2.083333  0.004333000       10       167.00000
## 22              NA        NA           NA       10              NA
## 23              NA        NA           NA       10              NA
## 24              NA  2.583333  0.005833000       10       161.33333
## 25              NA        NA           NA       10              NA
## 26              NA        NA           NA       10              NA
## 27              NA        NA           NA       10              NA
## 28     0.020000000  4.687500  0.013970000       10       156.50000
## 29              NA        NA           NA       10              NA
## 30              NA        NA           NA       10              NA
## 31              NA  3.000000  0.012181000       10       145.00000
## 32              NA  4.011111  0.011979000       10              NA
## 33              NA  3.125000  0.006625000       10       153.12500
## 34     0.023000000  5.500000  0.017083000       10       171.20000
## 35              NA        NA           NA       10              NA
## 36              NA        NA           NA       10              NA
## 37              NA  3.371429  0.015857000       10              NA
## 38              NA        NA           NA       10              NA
## 39              NA        NA           NA       10              NA
## 40     0.002500000  3.412500  0.017125000       10              NA
## 41              NA  2.680000  0.010590000       10              NA
## 42              NA  1.750000  0.003500000       10       156.00000
## 43              NA        NA           NA       10              NA
## 44              NA        NA           NA       10              NA
## 45              NA        NA           NA       10              NA
## 46              NA        NA           NA       10              NA
## 47              NA        NA           NA       10              NA
## 48     0.006000000  4.800000  0.016723000       10              NA
## 49              NA  2.611111  0.004625000       10       155.33333
## 50              NA        NA           NA       10              NA
## 51     0.002500000  3.063750  0.011000000       10              NA
## 52              NA        NA           NA       10              NA
## 53     0.006750000  4.282222  0.014250000       10       152.00000
## 54     0.137500000  3.928571  0.011571000       10       170.75000
## 55              NA        NA           NA       10              NA
## 56     0.020000000  4.833333  0.009727000       10       163.83333
## 57              NA  3.191111  0.010777000       10       159.00000
## 58     0.025000000  3.090909  0.013700000       10       167.28571
## 59              NA        NA           NA       10              NA
## 60              NA  2.500000  0.007500000       10       157.16667
## 61     0.002500000  3.440000  0.017800000       10              NA
## 62              NA        NA           NA       10              NA
## 63     0.002500000  2.900000  0.017444000       10              NA
## 64     0.025000000  3.777778  0.010625000       10       178.12500
## 65              NA        NA           NA       10              NA
## 66     0.004000000  3.150000  0.011035000       10              NA
## 67              NA        NA           NA       10              NA
## 68              NA        NA           NA       10              NA
## 69              NA        NA           NA       10              NA
## 70              NA  6.800000  0.009000000       70              NA
## 71              NA  3.092262  0.004250000       70       201.88690
## 72              NA  2.748413  0.004151000       70       197.38889
## 73              NA  3.450000  0.005200000       70       234.45454
## 74              NA  4.100000  0.008400000       70       216.20000
## 75              NA  3.303571  0.004035667       70       201.19048
## 76              NA  2.437500  0.003291500       70       209.00000
## 77              NA  4.160000  0.004000000       70              NA
## 78              NA  3.888889  0.005233333       70       205.83333
## 79              NA  4.200000  0.006200000       70       216.97778
## 80              NA  3.980000  0.004800000       70              NA
## 81              NA  5.828571  0.013000000       70       182.42857
## 82              NA  1.585000  0.003056000       70       170.85714
## 83              NA  3.594445  0.004177667       70       197.44444
## 84              NA  3.329365  0.003849000       70       199.32540
## 85              NA  1.850000  0.002812000       70       212.50000
## 86              NA  3.666667  0.007167000       70       218.50000
## 87              NA  4.341666  0.008783500       70       214.43333
## 88              NA  4.500000  0.006600000       70       218.20000
## 89              NA  2.916667  0.005833000       70       213.83333
## 90              NA  3.593636  0.003944000       70       209.44444
## 91              NA  7.781250  0.021280000       70       206.10714
## 92              NA  8.116667  0.010833000       70              NA
## 93              NA  3.615312  0.004358500       70       205.56801
## 94              NA  6.083333  0.013060000       70       187.00000
## 95              NA  5.475000  0.012500000       70       192.37500
## 96              NA  5.634524  0.012708333       70       187.68452
## 97              NA  4.422222  0.008911333       70       213.84444
## 98              NA  3.808333  0.008750000       70       192.43333
## 99              NA  2.585000  0.002025000       70       233.12500
## 100             NA  4.533333  0.006667000       70              NA
## 101             NA  3.812500  0.006250000       70       217.25000
## 102             NA  2.693651  0.004373333       70       196.62698
## 103             NA  4.316667  0.010167000       70              NA
## 104             NA  4.500000  0.008800000       70       210.80000
## 105             NA  3.857143  0.009654000       70              NA
## 106             NA  2.823333  0.003900000       70       219.08333
## 107             NA  3.916667  0.008500000       70       193.66667
## 108             NA  5.071429  0.008571000       70       205.71429
## 109    0.008500000  4.528571  0.011327000       70              NA
## 110             NA  5.250000  0.012476000       70       177.75000
## 111             NA  4.085714  0.006576000       70       100.00000
## 112             NA  3.366667  0.007016500       70       189.03333
## 113             NA  2.375000  0.003250000       70       204.00000
## 114             NA  2.380000  0.002923000       70       232.00000
## 115             NA  2.045000  0.003542000       70       240.00000
## 116             NA  4.273809  0.010131000       70       183.83333
## 117             NA  6.420000  0.003800000       70              NA
## 118             NA  3.958334  0.010083500       70       197.33333
## 119             NA        NA           NA       70              NA
## 120             NA  6.166667  0.036667000       70       203.83333
## 121             NA  3.909091  0.004909000       70       227.72727
## 122             NA  4.333333  0.006400000       70       218.24444
## 123             NA  3.575000  0.006816667       70       189.70000
## 124             NA  3.291667  0.004291667       70       202.29167
## 125             NA  2.960318  0.004264000       70       200.44246
## 126             NA  4.166667  0.007555333       70       217.22222
## 127             NA  1.830000  0.001944000       70       222.00000
## 128             NA  4.034863  0.004675000       70       207.79545
## 129             NA  3.600000  0.008500000       70       239.63636
## 130             NA  3.357143  0.007714000       70       216.28571
## 131             NA  5.407143  0.012214500       70       180.31250
## 132             NA  3.467460  0.003963333       70       198.46825
## 133             NA  1.300000  0.003160000       70       210.40000
## 134             NA  4.000000  0.005733333       70       212.77778
## 135             NA  3.440000  0.006334000       70              NA
## 136             NA  3.294643  0.003946333       70       200.88095
## 137             NA  3.928571  0.011042000       70              NA
## 138             NA  2.533333           NA       70              NA
## 139             NA  4.027762  0.005722500       70       207.80903
## 140             NA  4.966667  0.006448000       70              NA
## 141             NA  3.670000  0.004700000       70       205.82353
## 142             NA  3.844445  0.008666667       70       192.84444
## 143             NA  4.060750  0.006445500       70       205.62500
## 144             NA  3.755556  0.004633333       70       200.36667
## 145             NA  2.328462  0.002250000       70       224.08333
## 146             NA  2.500000  0.003166500       70       209.25000
## 147             NA  1.723333  0.004138000       70       184.66667
## 148             NA  4.500000  0.006600000       70       218.20000
## 149             NA  8.700000  0.002000000       70              NA
## 150             NA  4.833333  0.009333000       70       194.50000
## 151             NA  4.616667  0.007916500       70       203.02083
## 152             NA  5.752381  0.012875000       70       184.36905
## 153             NA  4.785714  0.012429000       70       210.85714
## 154             NA  2.500000  0.004050000       70       228.50000
## 155             NA  2.605000  0.003775000       70       226.50000
## 156             NA  4.379167  0.008641750       70       214.71667
## 157             NA  4.187500  0.005375000       70       224.75000
## 158             NA  4.050000  0.011167000       70              NA
## 159             NA  3.666667  0.006900000       70       235.50000
## 160             NA  3.512500  0.005725000       70       188.95000
## 161             NA  4.062500  0.007166500       70       217.25000
## 162             NA  7.000000  0.015599000       70       209.71429
## 163             NA  5.537500  0.012562500       70       190.31250
## 164             NA  3.216667  0.003133000       70       205.33333
## 165             NA  9.900000  0.028928000       70       190.80000
## 166             NA  2.951667  0.004725000       70       215.72727
## 167             NA  3.015873  0.004928667       70       200.62698
## 168             NA  3.625000  0.007667000       70       219.41667
## 169             NA  3.987500  0.006462000       70       207.00000
## 170             NA  5.752381  0.012666667       70       182.16071
## 171             NA  4.166667  0.005333000       70              NA
## 172             NA  4.000000  0.006933200       70       217.26667
## 173             NA        NA           NA       70              NA
## 174             NA  4.353333  0.008480000       70       215.24000
## 175             NA  4.036154  0.004675000       70       207.09091
## 176             NA  3.929412  0.005545000       70       206.56250
## 177             NA  1.368333  0.001117000       70       150.50000
## 178             NA  1.320000  0.000648000       70       145.80000
## 179             NA  1.800000  0.001120000       70       147.71429
## 180             NA  1.200000  0.003144000       70              NA
## 181    0.030000000  1.700000  0.001500000       70       134.42857
## 182             NA  1.281250  0.001750000       70       139.00000
## 183             NA        NA  0.000520000       70       130.00000
## 184             NA  1.913333  0.001432000       70              NA
## 185             NA  2.000000  0.002125000       70       133.20000
## 186             NA  1.562857  0.001370000       70       156.85714
## 187             NA  1.380000  0.001387000       70              NA
## 188    0.030000000  1.708333  0.001833000       70       140.75000
## 189    0.025000000  1.590909  0.001364000       70       127.72727
## 190             NA  1.070000  0.001195000       70       153.16667
## 191             NA  1.203333  0.000940000       70       154.60000
## 192             NA        NA  0.000540000       70       154.50000
## 193             NA  2.043403  0.001598000       70       131.50000
## 194    0.030000000  1.875000  0.001453000       70       139.75000
## 195             NA  1.000000  0.001415000       70       149.50000
## 196             NA        NA  0.001230000       70       155.00000
## 197    0.024000000  1.562500  0.001591000       70       138.33333
## 198             NA  1.875000           NA       70       143.00000
## 199             NA  1.307692  0.002500000       70       143.16667
## 200             NA  1.833333  0.000807000       70       133.85714
## 201             NA  1.642857  0.001333000       70       133.66667
## 202    0.025000000  1.772727  0.001545000       70       137.18182
## 203             NA  1.448333  0.000985000       70       135.50000
## 204    0.030000000  1.666667  0.001583000       70       124.07500
## 205             NA  1.231667  0.000888000       70              NA
## 206    0.025000000  2.041667  0.001296000       70       141.11111
## 207             NA  1.445714  0.001333000       70       143.85714
## 208             NA  1.566667  0.001330000       70              NA
## 209    0.030000000  1.406250  0.001692000       70       132.06250
## 210             NA  1.010000  0.000685000       70       155.33333
## 211    0.025000000  1.416667  0.001332000       70       139.12500
## 212             NA  1.166667  0.001560000       70       157.28571
## 213    0.048400000  1.882500  0.001574000       70       140.60000
## 214             NA  1.255000  0.000783000       70              NA
## 215             NA        NA  0.001010000       70       165.00000
## 216             NA        NA           NA       70              NA
## 217    0.005000000  1.860000  0.001058000       70       148.33333
## 218             NA        NA           NA       70              NA
## 219             NA  2.295455  0.000992000       70       110.80000
## 220    0.005000000  1.800000  0.001478000       70       136.00000
## 221             NA  2.650000  0.002000000       70              NA
## 222             NA        NA           NA       70              NA
## 223             NA  1.338333  0.000517000       70       142.83333
## 224             NA        NA  0.000697000       70       137.33333
## 225    0.030000000  2.111111  0.001111000       70       118.22222
## 226             NA  2.031250  0.002062500       70       132.35000
## 227             NA  1.750000  0.002111000       70       141.00000
## 228             NA  1.617143  0.001550000       70       142.16667
## 229             NA  1.150000  0.000625000       70       165.00000
## 230             NA  2.050000  0.002667000       70              NA
## 231    0.030000000  1.500000  0.001222000       70       134.61111
## 232             NA  1.260000  0.001216000       70       162.14286
## 233             NA  1.642857  0.001154000       70       131.00000
## 234             NA  1.200000  0.000790000       70              NA
## 235    0.006000000  2.175000  0.001283000       70       134.60000
## 236    0.012250000  1.668182  0.001141000       70       145.00000
## 237    0.030000000  2.076923  0.001385000       70       134.66154
## 238    0.030000000  1.846154  0.002308000       70       134.23077
## 239             NA  1.000000  0.002414000       70       168.00000
## 240    0.005000000  2.023077  0.001407000       70       146.66667
## 241             NA  1.522000  0.000900000       70       146.50000
## 242             NA  1.818182  0.001364000       70       132.45454
## 243             NA  1.166667  0.001444000       70       137.04444
## 244             NA  1.227143  0.002580000       70              NA
## 245             NA  2.031250  0.001571000       70       131.50000
## 246             NA  2.512500  0.002000000       70              NA
## 247    0.030000000  2.166667  0.001500000       70       134.63333
## 248             NA  1.000000  0.001153000       70       142.66667
## 249             NA  2.050000  0.002667000       70              NA
## 250    0.030000000  1.642857  0.001143000       70       123.71429
## 251             NA  1.296703  0.002861000       70       142.29762
## 252             NA        NA  0.000615000       70       143.00000
## 253             NA  1.916667  0.001636000       70       125.08333
## 254             NA  2.153935  0.001732000       70       131.50000
## 255    0.025000000  1.535714  0.001527000       70       129.90000
## 256             NA  1.200000  0.000898000       70       161.16667
## 257    0.025000000  1.650000  0.001900000       70       143.20000
## 258             NA  1.637500  0.000678000       70       141.00000
## 259             NA  1.722222  0.001444000       70       142.66667
## 260             NA        NA           NA      185              NA
## 261             NA        NA           NA      185              NA
## 262    0.009440000  1.693333  0.001860000      185              NA
## 263             NA        NA           NA      185              NA
## 264    0.004540000  1.123333  0.000752000      185              NA
## 265             NA        NA           NA      185              NA
## 266             NA        NA           NA      185              NA
## 267             NA  1.500000  0.001000000      185        44.00000
## 268             NA        NA           NA      185              NA
## 269             NA  2.000000  0.001000000      185        26.00000
## 270             NA        NA           NA      185              NA
## 271             NA        NA           NA      185              NA
## 272    0.022000000  1.562500  0.001075000      185        43.32500
## 273             NA  1.566667  0.001000000      185        98.66667
## 274    0.004000000  1.394286  0.000871000      185        84.22857
## 275             NA        NA           NA      185              NA
## 276             NA  2.083333  0.002000000      185        57.83333
## 277    0.012000000        NA  0.000802000      185        72.00000
## 278             NA        NA           NA      185              NA
## 279             NA  1.750000  0.001750000      185        72.25000
## 280             NA  1.400000  0.001200000      185        56.18000
## 281    0.012000000  1.000000  0.000697000      185        63.00000
## 282             NA        NA           NA      185              NA
## 283             NA        NA           NA      185              NA
## 284    0.004000000  1.448571  0.000461000      185        83.38333
## 285             NA  1.212000  0.000808000      185        62.98000
## 286             NA  1.800000  0.001000000      185        57.98000
## 287             NA        NA           NA      185              NA
## 288    0.022000000  1.598571  0.000814000      185        69.51429
## 289    0.021000000  1.583333  0.001000000      185        75.26667
## 290             NA        NA           NA      185              NA
## 291             NA        NA           NA      185              NA
## 292    0.012500000  1.006667  0.000513000      185        58.06667
## 293             NA  1.800000  0.001400000      185        54.60000
## 294    0.006210000  1.896667  0.000900000      185        75.80000
## 295    0.009000000  1.028571  0.001004000      185              NA
## 296             NA        NA           NA      185              NA
## 297             NA        NA           NA      185              NA
## 298             NA  1.416667  0.001167000      185        58.30000
## 299             NA  1.500000  0.001000000      185        56.66667
## 300             NA  1.250000  0.001000000      185        76.00000
## 301    0.004000000  1.480000  0.000860000      185        66.34000
## 302             NA  2.000000  0.001333000      185        82.56667
## 303             NA        NA           NA      185              NA
## 304             NA        NA           NA      185              NA
## 305    0.013000000  1.393333  0.000775000      185        86.75000
## 306             NA        NA           NA      185              NA
## 307             NA        NA           NA      185              NA
## 308    0.004000000  1.172500  0.000961000      185              NA
## 309             NA  1.333333  0.001000000      185        85.65000
## 310             NA  1.666667  0.001000000      185        58.33333
## 311             NA  4.982143  0.014179000       75       170.53571
## 312             NA  6.000000  0.016686000       75       178.60870
## 313             NA  3.900000  0.005200000       75       154.58000
## 314    0.030000000  3.586207  0.005138000       75       181.58621
## 315             NA  3.166667  0.003400000       75       164.83333
## 316    1.654000000  3.274286  0.002491000       75       158.40000
## 317             NA  3.240000  0.006760000       75       160.46000
## 318    0.845000000  3.571667  0.003333000       75       147.21667
## 319    5.200000000  3.250000  0.007348000       75       188.13636
## 320             NA  2.800000  0.002365000       75              NA
## 321    1.569000000  4.481667  0.001883000       75       180.66667
## 322    0.077850000        NA           NA       75              NA
## 323    3.890000000  8.260000  0.007332000       75       165.50000
## 324             NA        NA           NA       75              NA
## 325             NA  5.884615  0.020240000       75       196.00000
## 326             NA  2.602000  0.001482000       75       198.20000
## 327    1.565000000  3.031667  0.004680000       75       187.33333
## 328             NA  6.634783  0.020348000       75       171.21053
## 329             NA  7.893548  0.018032000       75       152.41667
## 330             NA  3.300000  0.003200000       75       173.80000
## 331             NA  6.878750  0.011110000       75       165.95238
## 332             NA  8.828571  0.009815000       75       142.03571
## 333             NA  9.444444  0.015087000       75       154.96296
## 334             NA  2.485714  0.006107000       75       210.71429
## 335             NA  3.562000  0.001620000       75       159.00000
## 336    1.599500000  4.575714  0.005633000       75       175.42857
## 337             NA  6.157895  0.013400000       75       163.57143
## 338             NA  4.971429  0.005696000       75       183.42857
## 339             NA  2.085714  0.003344000       75              NA
## 340             NA  6.010714  0.008418000       75       179.00000
## 341             NA        NA           NA       75              NA
## 342    1.599000000  2.525000  0.002283000       75       169.66667
## 343    0.015600000  8.851667  0.005128000       75       144.50000
## 344    1.599000000  5.363333  0.001450000       75       169.16667
## 345             NA  6.016129  0.016452000       75       186.90323
## 346    0.100000000  5.070000  0.002738000       75              NA
## 347             NA  4.000000  0.005000000       75       166.00000
## 348             NA  7.565217  0.025000000       75       180.08696
## 349    0.059500000  3.021667  0.003552000       75              NA
## 350             NA  2.166667  0.002622000       75              NA
## 351             NA  2.466667  0.003353000       75       174.00000
## 352    0.084150000        NA           NA       75              NA
## 353             NA  3.166667  0.004286000       75       167.85714
## 354             NA  6.064356  0.011245000       75       167.80000
## 355    0.014750000  2.246667  0.002660000       75       202.33333
## 356    1.740000000  6.471429  0.006399000       75       170.42857
## 357    0.835500000  3.381429  0.002940000       75              NA
## 358             NA  4.500000  0.004667000       75       153.50000
## 359             NA  7.586364  0.021572000       75       160.52632
## 360             NA  3.200000  0.006713000       75       199.16667
## 361             NA  7.957895  0.026762000       75       178.15789
## 362             NA  5.153846  0.012440000       75       176.34615
## 363             NA  6.046741  0.011231500       75       167.80000
## 364             NA  5.880952  0.010024000       75       142.22727
## 365    0.762800000  2.561667  0.002010000       75              NA
## 366             NA  6.464000  0.023236000       75       168.57368
## 367             NA  4.288462  0.007509000       75       154.53333
## 368             NA        NA           NA       75              NA
## 369             NA  2.683333  0.004097000       75              NA
## 370             NA  6.973684  0.018592000       75       183.94444
## 371             NA        NA  0.001643000      145        67.33333
## 372             NA        NA  0.000653000      145        61.00000
## 373             NA  7.850000  0.004300000      145        73.50000
## 374             NA  1.583333  0.001000000      145              NA
## 375             NA        NA  0.001133000      145              NA
## 376             NA  1.863636  0.001091000      145        51.55000
## 377             NA  2.622222  0.000794000      145              NA
## 378             NA        NA           NA      145              NA
## 379             NA  2.333333  0.001333000      145        53.66667
## 380             NA        NA  0.000892000      145        60.20000
## 381             NA  2.438333  0.000445000      145              NA
## 382             NA        NA  0.000497000      145        57.20000
## 383             NA  4.378571  0.003286000      145              NA
## 384             NA  1.800000  0.001000000      145        39.00000
## 385             NA  2.333333  0.001707000      145        51.00000
## 386             NA  1.958333  0.002500000      145              NA
## 387             NA  1.928571  0.001000000      145        63.98333
## 388             NA        NA  0.001695000      145        67.16667
## 389             NA        NA  0.001017000      145        59.42857
## 390             NA        NA  0.001200000      145              NA
## 391    0.182500000  9.111111  0.004778000      145        71.22222
## 392             NA  2.166667  0.001667000      145        56.33333
## 393             NA  2.500000  0.001286000      145        51.42857
## 394             NA  1.817143  0.001483000      145        67.78333
## 395             NA  1.500000  0.001000000      145              NA
## 396             NA  2.500000  0.001000000      145        49.66667
## 397             NA        NA  0.000950000      145        61.00000
## 398             NA  2.585714  0.001383000      145              NA
## 399             NA 17.055556  0.001286000      145        66.55556
## 400             NA  2.187500  0.003500000      145              NA
## 401             NA        NA  0.000523000      145        59.50000
## 402             NA  2.380952  0.001549000      145        51.71429
## 403             NA  2.166667  0.004000000      145              NA
## 404             NA  1.706154  0.000503000      145              NA
## 405             NA  1.736667  0.001697000      145              NA
## 406             NA  2.183333  0.000719000      145              NA
## 407             NA  2.389286  0.001643000      145        57.10000
## 408             NA  4.700000  0.002000000      145        56.20000
## 409             NA  2.470909  0.001925000      145        53.22500
## 410             NA  1.815714  0.000557000      145        57.14286
## 411             NA  1.700000  0.001000000      145        48.40000
## 412             NA  1.783636  0.002350000      145        56.53333
## 413             NA        NA  0.000975000      145              NA
## 414             NA  1.602500  0.000941000      145        64.25714
## 415             NA        NA  0.001670000      145        68.16667
## 416             NA  1.600000  0.002800000      145              NA
## 417             NA  1.800000  0.001724000      145        50.00000
## 418             NA  1.612857  0.000943000      145        60.00000
## 419             NA  1.772727  0.001091000      145        58.06667
## 420             NA  3.200000  0.001262000      145        53.25000
## 421             NA        NA  0.001375000      145        95.50000
## 422             NA  1.565000  0.000313000      145              NA
## 423             NA        NA  0.000857000      145              NA
## 424             NA        NA  0.000733000      145        61.00000
## 425             NA  1.837500  0.002391000      145        58.45000
## 426             NA  2.250000  0.001500000      145              NA
## 427             NA        NA           NA      145              NA
## 428             NA        NA  0.001236000      145        63.28571
## 429             NA        NA  0.002028000      145        70.40000
## 430             NA  2.127692  0.000720000      145        60.95000
## 431             NA  1.733333  0.000638000      145        61.00000
## 432             NA  2.166667  0.001000000      145        53.23333
## 433             NA  3.142857  0.001765000      145        59.00000
## 434             NA  2.100000  0.001350000      145        62.00000
## 435             NA  2.562500  0.003000000      145              NA
## 436             NA        NA  0.000412000      145        58.60000
## 437             NA        NA  0.000906000      145        58.42857
## 438             NA  2.451667  0.001623000      145        68.86667
## 439             NA  1.833333  0.001000000      145        51.60000
## 440             NA        NA  0.002506000      145              NA
## 441             NA  3.333333  0.001250000      145        65.85000
## 442             NA  1.071429  0.001000000       35              NA
## 443             NA        NA           NA       35              NA
## 444             NA        NA           NA       35              NA
## 445             NA  1.060000  0.000412000       35       121.16667
## 446             NA        NA           NA       35              NA
## 447             NA  1.166667  0.000507000       35              NA
## 448             NA  1.078571  0.000519000       35       204.85714
## 449             NA        NA           NA       35              NA
## 450             NA        NA  0.000387000       35       117.33333
## 451             NA  1.357143  0.001000000       35       101.01429
## 452             NA        NA  0.000542000       35       131.80000
## 453             NA        NA           NA       35              NA
## 454             NA  1.000000  0.000637000       35              NA
## 455             NA        NA           NA       35              NA
## 456             NA  1.416667  0.001000000       35       133.53333
## 457             NA        NA  0.000424000       35       116.57143
## 458             NA  1.050000  0.001000000       35       189.14286
## 459             NA  1.333333  0.001000000       35              NA
## 460             NA        NA           NA       35              NA
## 461             NA  1.250000  0.000422000       35              NA
## 462             NA        NA           NA       35              NA
## 463             NA  1.271429  0.001000000       35              NA
## 464             NA  1.566000  0.000340000       35       110.80000
## 465             NA        NA           NA       35              NA
## 466             NA  1.300000  0.001000000       35              NA
## 467             NA        NA  0.000670000       35       140.50000
## 468             NA  1.000000  0.000702000       35              NA
## 469             NA  1.116667  0.001000000       35       193.60000
## 470             NA  1.250000  0.000530000       35       226.00000
## 471             NA  1.430000  0.000800000       35       167.14286
## 472             NA        NA           NA       35              NA
## 473             NA        NA           NA       35              NA
## 474             NA        NA           NA       35              NA
## 475             NA  1.000000  0.000510000       35              NA
## 476             NA  1.038000  0.000468000       35              NA
## 477             NA        NA           NA       35              NA
## 478             NA        NA           NA       35              NA
## 479             NA  1.142857  0.001014000       35              NA
## 480             NA  0.750000  0.000522000       35              NA
## 481             NA  1.457143  0.001000000       35              NA
## 482             NA        NA           NA       35              NA
## 483             NA  1.125000  0.001000000       35       169.75000
## 484             NA  1.222222  0.001000000       35       179.50000
## 485             NA  1.412500  0.001000000       35       103.00000
## 486             NA  1.166667  0.001000000       35              NA
## 487             NA  1.300000  0.000766000       35              NA
## 488             NA  1.571429  0.001000000       35       156.85714
## 489             NA        NA           NA       35              NA
## 490             NA  1.162857  0.000443000       35       115.08571
## 491             NA        NA           NA       35              NA
## 492             NA  1.271429  0.001000000       35              NA
## 493             NA  1.236667  0.000422000       35       123.96667
## 494             NA        NA           NA       95              NA
## 495             NA  2.250000  0.002000000       95       191.00000
## 496             NA  3.125000  0.002473000       95       130.25000
## 497             NA        NA  0.000295000       95       141.50000
## 498             NA  2.416667  0.001167000       95       180.66667
## 499             NA        NA  0.000751000       95       191.42857
## 500             NA  4.500000  0.003110000       95       138.50000
## 501             NA  4.450000  0.003000000       95              NA
## 502             NA  1.776000  0.001150000       95       176.66667
## 503             NA  3.350000  0.003000000       95              NA
## 504             NA  2.750000  0.001333000       95       155.33333
## 505             NA        NA           NA       95              NA
## 506    0.390000000  2.100000  0.001000000       95       204.20000
## 507             NA        NA  0.000540000       95       197.20000
## 508             NA  2.428571  0.001429000       95       181.42857
## 509    0.540000000  2.285714  0.001429000       95       181.85714
## 510             NA  1.891667  0.000613000       95       160.83333
## 511             NA        NA  0.000583000       95       215.83333
## 512             NA  1.850000  0.004000000       95              NA
## 513             NA  1.671429  0.002143000       95       175.42857
## 514             NA        NA  0.000600000       95       183.66667
## 515             NA  3.526000  0.000660000       95              NA
## 516             NA  2.250000  0.000390000       95       155.00000
## 517             NA  2.000000  0.001000000       95       145.00000
## 518             NA  2.250000  0.001000000       95       137.50000
## 519    0.120000000  2.216667  0.001500000       95       181.00000
## 520             NA  1.900000  0.002000000       95              NA
## 521    0.300000000  2.250000  0.001000000       95       200.50000
## 522             NA        NA           NA       95              NA
## 523             NA  2.300000  0.002895000       95              NA
## 524             NA  1.300000  0.001000000       95              NA
## 525             NA  2.101667  0.000950000       95       169.66667
## 526             NA        NA  0.001490000       95       184.66667
## 527             NA  2.500000  0.001000000       95       169.00000
## 528             NA  1.666667  0.004250000       95       185.50000
## 529             NA  1.890000  0.000816000       95              NA
## 530             NA  2.230000  0.000228000       95       171.60000
## 531             NA  1.600000  0.001120000       95              NA
## 532             NA  1.500000  0.001840000       95       219.00000
## 533    0.180000000  2.000000  0.001333000       95       191.80000
## 534    0.350000000  2.300000  0.001400000       95       191.20000
## 535             NA        NA  0.000855000       95       180.33333
## 536             NA  1.642000  0.000760000       95       169.60000
## 537             NA        NA           NA       95              NA
## 538             NA        NA  0.001337000       95       196.14286
## 539             NA  2.750000  0.001400000       95       172.60000
## 540             NA        NA  0.000580000       95       195.66667
## 541             NA  2.350000  0.004000000       95              NA
## 542             NA  2.083333  0.001300000       95       202.00000
## 543             NA  2.650000  0.001333000       95              NA
## 544             NA  2.083333  0.001333000       95       172.50000
## 545             NA  1.000000  0.001030000       95              NA
## 546             NA  1.785714  0.001714000       95       178.25000
## 547             NA  3.285714  0.016714000       85       172.28571
## 548             NA  2.134286  0.003957000       85       157.28571
## 549             NA  3.945000  0.005183000       85       114.10000
## 550             NA  3.500000  0.016500000       85              NA
## 551             NA  3.333333  0.020000000       85              NA
## 552             NA  3.166667  0.013333000       85       232.66667
## 553             NA  5.625000  0.014000000       85              NA
## 554             NA  3.071429  0.004695000       85       210.50000
## 555    0.250000000  2.916667  0.031833000       85       171.83333
## 556             NA        NA           NA       85              NA
## 557             NA  3.166000  0.003760000       85       123.00000
## 558             NA  3.720000  0.005640000       85              NA
## 559             NA  3.125000  0.007260000       85       228.25000
## 560    0.200000000  3.100000  0.005794000       85       168.60000
## 561             NA  2.687500  0.027125000       85       228.62500
## 562             NA  2.000000  0.017000000       85       234.50000
## 563             NA  1.714286  0.003000000       85       213.14286
## 564             NA  4.100000  0.010000000       85              NA
## 565             NA  4.250000  0.007553000       85       198.66667
## 566             NA  3.916667  0.018667000       85       186.33333
## 567             NA        NA           NA       85              NA
## 568             NA  3.750000  0.006857000       85       153.42857
## 569             NA  4.333333  0.006333000       85       176.93333
## 570             NA  2.750000  0.013500000       85       208.75000
## 571             NA        NA           NA       85              NA
## 572    0.620000000  2.300000  0.008560000       85       205.80000
## 573             NA  2.500000  0.006200000       85       209.40000
## 574             NA  2.296667  0.002193000       85              NA
## 575             NA  2.583333  0.007500000       85              NA
## 576             NA  3.266667  0.010515000       85              NA
## 577             NA  2.500000  0.014400000       85       177.40000
## 578             NA  2.750000  0.009200000       85       184.60000
## 579             NA  2.500000  0.017000000       85       165.25000
## 580             NA  4.200000  0.003200000       85       114.80000
## 581             NA  2.666667  0.014333000       85       181.83333
## 582             NA  2.388333  0.001105000       85       140.25000
## 583             NA  3.651429  0.002486000       85       118.71429
## 584             NA  3.093750  0.008200000       85              NA
## 585             NA  3.125000  0.008043000       85       276.87500
## 586             NA  4.163333  0.002022000       85       148.33333
## 587             NA        NA           NA       85              NA
## 588             NA        NA           NA       85              NA
## 589             NA  3.758571  0.001613000       85       154.00000
## 590             NA  3.928571  0.006143000       85       174.71429
## 591             NA  5.500000  0.014000000       85              NA
## 592             NA  4.375000  0.014000000       85              NA
## 593             NA  4.441667  0.009230000       85              NA
## 594             NA  2.606667  0.003380000       85       131.71667
## 595             NA  2.590000  0.004800000       85       150.88333
## 596             NA        NA           NA       85              NA
## 597             NA  2.400000           NA       85              NA
## 598             NA  3.125000  0.009229000       65       198.00000
## 599             NA  5.225000  0.006733000       65       197.60000
## 600             NA  3.020000  0.002200000       65       210.70000
## 601             NA  5.215789  0.011235000       65       213.90000
## 602             NA  4.825000  0.012429000       65       214.33333
## 603             NA  5.363636  0.013015000       65       195.63636
## 604             NA  1.671429  0.004013000       65              NA
## 605             NA  3.000000  0.010167000       65       195.33333
## 606             NA  4.350000  0.002700000       65       198.00000
## 607             NA  2.583333  0.003333000       65       207.00000
## 608             NA  2.631667  0.002117000       65       207.50000
## 609             NA  5.873398  0.011661000       65       190.89423
## 610             NA  5.876471  0.008294000       65       195.00000
## 611             NA  3.636364  0.005472000       65       185.00000
## 612             NA  4.162500  0.011846000       65       224.20000
## 613             NA  2.916667  0.002833000       65       199.50000
## 614             NA  2.780000  0.006264000       65       217.00000
## 615             NA  4.058333  0.016000000       65       217.60000
## 616             NA  3.100000  0.004000000       65       189.60000
## 617             NA  3.869231  0.030484000       65       231.42857
## 618             NA  3.000000  0.002222000       65       182.33333
## 619             NA  5.461538  0.005632000       65       170.53846
## 620             NA  3.591667  0.028209000       65       217.14286
## 621             NA  2.772000  0.001960000       65       229.00000
## 622             NA  6.806250  0.009933000       65       226.57143
## 623             NA  4.058333  0.016000000       65       217.60000
## 624             NA  3.916667  0.010167000       65       187.66667
## 625             NA  4.408333  0.019296000       65       248.50000
## 626             NA  3.300000  0.002700000       65       225.00000
## 627             NA  2.586667  0.001858000       65       198.66667
## 628             NA  2.086000  0.004260000       65              NA
## 629             NA  2.071429  0.002429000       65       190.42857
## 630             NA  2.288333  0.003125000       65       185.00000
## 631             NA  3.370000  0.002200000       65       223.40000
## 632             NA  2.306667  0.009053000       65              NA
## 633             NA  4.209091  0.014315000       65       244.00000
## 634             NA  3.273077  0.023960000       65       239.28571
## 635             NA  1.971429  0.000836000       65       221.85714
## 636             NA  1.900000  0.000614000       65              NA
## 637             NA  1.150000  0.000938000       65       168.66667
## 638             NA  5.750000  0.044090000       65       203.00000
## 639    0.025000000  3.000000  0.004077000       65       186.00000
## 640             NA  3.556000  0.003380000       65       179.60000
## 641             NA  2.195000  0.001817000       65       214.50000
## 642             NA  2.342500  0.001583000       65       182.57143
## 643             NA  7.800000  0.004000000       65              NA
## 644             NA  2.714286  0.005286000       65       189.42857
## 645             NA  4.318182  0.002727000       65       218.27273
## 646             NA  5.500000  0.007000000       65       146.71429
## 647             NA  4.453846  0.016833000       65       226.66667
## 648             NA  2.333333  0.002727000       65       209.75000
## 649             NA  1.530833  0.001547500       65              NA
## 650             NA  5.708333  0.010865000       65       193.25000
## 651    0.130000000  2.863636  0.006001000       65       182.90909
## 652             NA  2.000000  0.001750000       65       213.00000
## 653             NA  2.120000  0.001475000       65       195.50000
## 654             NA  4.833333  0.009833000       65       213.66667
## 655             NA  1.788571  0.001429000       65       183.28571
## 656             NA  1.520000  0.001560000       65              NA
## 657             NA  3.083333  0.003500000       10       189.66667
## 658             NA  1.586667  0.001635000       10       224.00000
## 659             NA  2.500000  0.001500000       10       177.00000
## 660             NA  3.000000  0.001857000       10       189.14286
## 661             NA  2.750000  0.002000000       10       184.50000
## 662             NA  2.656667  0.001885000       10              NA
## 663             NA  2.788333  0.003417000       10              NA
## 664             NA  1.230000  0.000950000       10       213.00000
## 665             NA  2.377143  0.001983000       10       213.14286
## 666             NA  2.870000  0.003990000       10       237.00000
## 667             NA  3.083333  0.002212000       10       169.20000
## 668             NA  2.416667  0.002143000       10       173.00000
## 669             NA  2.614000  0.001440000       10              NA
## 670             NA  2.214286  0.001569000       10       174.00000
## 671             NA  2.541667  0.002465000       10              NA
## 672             NA  3.337500  0.002397000       10              NA
## 673             NA  2.321250  0.001194000       10       185.33333
## 674             NA  3.413846  0.003154000       10              NA
## 675             NA  2.900000  0.002428000       10       182.80000
## 676             NA  2.342000  0.003600000       10       215.00000
## 677             NA  2.708571  0.003714000       10              NA
## 678             NA  3.100000  0.002000000       10       192.40000
## 679             NA  2.182000  0.003400000       10              NA
## 680             NA  2.900000  0.003300000       10       196.80000
## 681             NA  3.500000  0.004000000       10       165.00000
## 682             NA  2.550000  0.002109000       10              NA
## 683             NA  1.676667  0.002033000       10       199.66667
## 684             NA  1.916667  0.001600000       10       182.20000
## 685             NA  2.293333  0.001393000       10              NA
## 686             NA  2.944444  0.002444000       10       188.33333
## 687             NA  4.000000  0.003250000       10       167.00000
## 688             NA  3.782500  0.004800000       10              NA
## 689             NA  2.250000  0.003000000       10       195.00000
## 690             NA  3.768333  0.004733333       10              NA
## 691             NA  2.916667  0.002167000       10       193.16667
## 692             NA  3.333333  0.002167000       10       186.66667
## 693             NA  2.600000  0.002800000       10              NA
## 694             NA  3.825000  0.005000000       10              NA
## 695             NA  3.677857  0.003481000       10              NA
## 696             NA  2.427500  0.002175000       10       191.00000
## 697             NA  2.879167  0.003250000       10              NA
## 698             NA  1.093333  0.000795000       10       212.50000
## 699             NA  1.496667  0.001148000       10       218.66667
## 700             NA  2.916667  0.002393000       10       181.66667
## 701             NA  3.400000  0.002886000       10       184.40000
## 702    0.220000000  1.928571  0.002000000       10       188.85714
## 703    0.220000000  2.083333  0.002200000       10       197.33333
## 704             NA  2.550000  0.002800000       10              NA
## 705             NA  2.666667  0.003000000       10       176.83333
## 706             NA  2.966667  0.005333000       10              NA
## 707             NA  2.250000  0.002797000       10       176.33333
## 708    0.203000000  2.000000  0.003000000       10       178.66667
## 709             NA        NA           NA        5              NA
## 710             NA  1.000000  0.003000000        5       220.00000
## 711             NA  2.500000  0.002000000        5       171.33333
## 712             NA  1.900000  0.002200000        5       196.60000
## 713             NA  1.666667  0.001333000        5       173.33333
## 714             NA        NA  0.001430000        5       238.00000
## 715             NA  2.250000  0.003920000        5       190.00000
## 716             NA  7.750000  0.002265000        5       166.00000
## 717             NA        NA           NA        5              NA
## 718             NA        NA           NA        5              NA
## 719             NA  2.321667  0.002155000        5       209.50000
## 720             NA  1.915000  0.004500000        5              NA
## 721             NA        NA           NA        5              NA
## 722             NA  1.666667  0.001000000        5       203.33333
## 723             NA        NA  0.001395000        5       160.00000
## 724             NA  1.750000  0.002000000        5       219.83333
## 725             NA        NA  0.002097000        5       225.66667
## 726             NA        NA           NA        5              NA
## 727             NA  2.875000  0.004500000        5       194.50000
## 728             NA        NA           NA        5              NA
## 729             NA  2.250000  0.005000000        5       196.00000
## 730             NA        NA           NA        5              NA
## 731             NA  1.750000  0.001500000        5       196.50000
## 732             NA        NA           NA        5              NA
## 733             NA        NA  0.003000000        5       235.00000
## 734             NA  1.811667  0.001440000        5       196.50000
## 735             NA        NA  0.001305000        5       216.50000
## 736             NA  2.000000  0.002437000        5       232.66667
## 737             NA  1.000000  0.001658000        5       224.00000
## 738             NA  2.073750  0.002235000        5       205.25000
## 739             NA        NA           NA        5              NA
## 740    0.030000000  1.750000  0.002250000        5       196.75000
## 741             NA        NA           NA        5              NA
## 742             NA  2.000000  0.001170000        5       222.50000
## 743             NA  1.700000  0.003800000        5       168.80000
## 744             NA  7.750000  0.002070000        5       184.50000
## 745             NA        NA           NA        5              NA
## 746             NA        NA  0.000595000        5       237.00000
## 747             NA        NA  0.000765000        5       229.00000
## 748             NA  2.833333  0.002000000        5       207.66667
## 749             NA  1.430000  0.004556000        5              NA
## 750             NA  2.300000  0.003940000        5              NA
## 751             NA  1.701429  0.002271000        5       212.28571
## 752             NA  1.550000  0.001493000        5       225.66667
## 753             NA        NA  0.001210000        5       200.00000
## 754             NA        NA  0.000480000        5       207.50000
## 755             NA  2.500000  0.001410000        5       247.00000
## 756             NA        NA  0.001160000        5       218.00000
## 757             NA  2.426667  0.002258000        5       209.83333
## 758             NA  1.900000  0.002250000        5       217.80000
## 759             NA  2.333333  0.001167000        5       182.83333
## 760             NA  1.416667  0.001167000        5       212.16667
## 761             NA  1.271667  0.002393000        5              NA
## 762             NA  1.666667  0.001833000        5       220.66667
## 763             NA        NA           NA        5              NA
## 764             NA  2.113333  0.001800000        5       204.20000
## 765             NA  2.000000           NA        5       196.00000
## 766             NA  2.214286  0.001333000       85       242.42857
## 767             NA  5.380000  0.013200000       85              NA
## 768             NA  1.322500  0.001043000       85       204.12500
## 769             NA  2.583333  0.001667000       85              NA
## 770             NA        NA           NA       85              NA
## 771             NA  2.300000  0.001000000       85              NA
## 772             NA  1.750000  0.001558000       85       226.00000
## 773             NA  1.900000  0.001000000       85       196.20000
## 774             NA  3.500000  0.003250000       85       197.83333
## 775             NA  1.666667  0.000957000       85       192.50000
## 776             NA 10.285714  0.005167000       85       226.00000
## 777             NA        NA  0.001207000       85       217.00000
## 778             NA  3.100000  0.002370000       85              NA
## 779             NA  1.500000  0.000820000       85       198.83333
## 780             NA  1.111250  0.001460000       85              NA
## 781             NA  1.500000  0.001500000       85       185.00000
## 782             NA  1.416667  0.001333000       85       219.83333
## 783             NA  1.991429  0.001557000       85       218.00000
## 784             NA        NA  0.001645000       85       243.50000
## 785             NA  1.140000  0.001003000       85       185.66667
## 786             NA  2.125000  0.001000000       85       204.50000
## 787             NA  2.111111  0.001333000       85       178.00000
## 788             NA  2.100000  0.002704000       85              NA
## 789             NA        NA  0.000670000       85       243.50000
## 790             NA  2.333333  0.001571000       85              NA
## 791             NA  1.242857  0.001286000       85       188.00000
## 792             NA  1.588333  0.001117000       85       200.83333
## 793             NA  2.833333  0.002667000       85       213.66667
## 794             NA  2.300000  0.002000000       85              NA
## 795             NA  2.380000  0.004000000       85              NA
## 796             NA  3.183333  0.001667000       85              NA
## 797             NA  1.250000  0.002333000       85       207.00000
## 798             NA  1.286667  0.000567000       85       197.66667
## 799             NA  1.800000  0.001315000       85       190.80000
## 800             NA  1.333333  0.002000000       85       207.33333
## 801             NA  2.960000  0.003948000       85              NA
## 802             NA  1.155000  0.001286000       85       243.37500
## 803             NA        NA  0.000960000       85       211.50000
## 804             NA  1.800000  0.002084000       85       198.50000
## 805             NA  1.000000  0.000450000       85       343.00000
## 806             NA  1.138333  0.001083000       85       202.50000
## 807             NA  1.800000  0.001200000       85       214.40000
## 808             NA  2.071429  0.001714000       85       210.71429
## 809             NA  1.000000  0.000500000       85       188.00000
## 810             NA  1.083333  0.001333000       85       223.33333
## 811             NA  2.500000  0.001500000       85       221.40000
## 812             NA  1.400000  0.001600000       85       206.40000
## 813             NA  3.420000  0.001800000       85              NA
## 814             NA  2.857143  0.002237000       85              NA
## 815             NA  1.857143  0.000649000       85       204.14286
## 816             NA  1.583333  0.001000000       85       213.33333
## 817             NA  2.666667  0.003000000       85        89.45000
## 818             NA  2.861111  0.001722000       85        84.83333
## 819    0.010000000        NA           NA       85              NA
## 820             NA        NA  0.000482000       85        98.71429
## 821             NA  2.263158  0.001397000       85        96.66667
## 822             NA        NA  0.000920000       85        98.00000
## 823             NA  1.994000  0.000560000       85        93.88000
## 824             NA  1.266000  0.000782000       85              NA
## 825             NA  2.911765  0.003294000       85        84.23529
## 826    0.010000000        NA  0.000930000       85       119.00000
## 827             NA        NA  0.001004000       85        84.14286
## 828             NA  2.533333  0.001667000       85       102.06667
## 829             NA  2.000000  0.002429000       85       119.90000
## 830             NA        NA  0.001305000       85        75.50000
## 831             NA        NA  0.000498000       85              NA
## 832             NA  2.458333  0.001250000       85        75.00000
## 833             NA  2.454545  0.002364000       85       102.72727
## 834             NA  1.764286  0.001000000       85       101.30000
## 835             NA  2.805556  0.002975000       85        82.16667
## 836             NA        NA  0.000720000       85              NA
## 837             NA  1.742857  0.000424000       85        92.50000
## 838    0.010000000        NA           NA       85              NA
## 839             NA  3.166667  0.001250000       85        76.66667
## 840             NA        NA  0.000282000       85        85.00000
## 841    0.010000000        NA  0.001235000       85        91.00000
## 842             NA  1.765714  0.000589000       85       139.42857
## 843             NA        NA  0.000604000       85       117.00000
## 844             NA        NA  0.000619000       85       101.42857
## 845             NA        NA  0.001015000       85        97.00000
## 846             NA        NA  0.001963000       85        83.00000
## 847             NA        NA  0.000600000       85        84.00000
## 848             NA  2.166667  0.001667000       85        89.00000
## 849             NA        NA  0.000570000       85        97.33333
## 850             NA  3.031250  0.001521000       85        92.36364
## 851             NA        NA  0.000716500       85              NA
## 852             NA        NA  0.000988000       85       103.50000
## 853             NA  2.656250  0.002131000       85        85.33333
## 854             NA        NA  0.000542000       85              NA
## 855             NA        NA  0.000600000       85       104.50000
## 856             NA  2.300000  0.001300000       85        92.25000
## 857             NA  1.978333  0.000600000       85        97.46667
## 858             NA  2.388095  0.001316500       85        90.64881
## 859             NA  2.263333  0.001017000       85        98.88333
## 860             NA  2.541667  0.001333000       85       108.41667
## 861    0.010000000        NA  0.000800000       85       115.00000
## 862             NA  2.821429  0.001429000       85       102.28571
## 863             NA  1.930000  0.001061000       85              NA
## 864             NA  1.666667  0.001333000       85        90.90000
## 865             NA  2.694444  0.002115000       85       107.75000
## 866             NA  1.573333  0.000650000       85       103.60000
## 867             NA  2.000000  0.001429000       85        98.00000
## 868             NA  1.700000  0.000488000       85        89.87500
## 869             NA  1.916667  0.001500000       85        95.91667
## 870             NA        NA  0.001291000       85       108.60000
## 871             NA  2.821429  0.002643000       85        99.28571
## 872             NA        NA           NA       75              NA
## 873             NA  3.290000  0.020000000       75              NA
## 874             NA  4.166667  0.009000000       75       218.50000
## 875             NA  5.787500  0.020773000       75              NA
## 876             NA  3.975000  0.017500000       75              NA
## 877    0.100000000  3.049167  0.001850000       75       181.00000
## 878             NA  2.833333  0.013667000       75       186.80000
## 879             NA  4.071429  0.006286000       75       175.42857
## 880             NA        NA           NA       75              NA
## 881             NA  3.980000  0.023600000       75              NA
## 882             NA  4.650000  0.007286000       75       161.57143
## 883             NA  2.276269  0.010358500       75       170.77778
## 884    0.100000000  2.287167  0.004935000       75       164.20000
## 885    0.035000000  4.400000  0.012200000       75       199.00000
## 886             NA  2.675000  0.008294000       75       176.22222
## 887             NA  3.000000  0.016111000       75       174.80000
## 888             NA  3.393333  0.018167000       75              NA
## 889             NA  3.142857  0.006333000       75       186.14286
## 890    0.100000000  2.088571  0.004744000       75       169.60000
## 891             NA  4.875000  0.006736000       75       183.50000
## 892    0.100000000  2.190952  0.004857000       75       164.80000
## 893    0.100000000  2.065492  0.005857500       75       171.35000
## 894             NA  1.466667           NA       75              NA
## 895             NA  2.208333  0.006905000       75       169.90000
## 896             NA  2.220000  0.003760000       75       181.00000
## 897    0.100000000  2.210084  0.005161500       75       169.45000
## 898    0.100000000  1.940076  0.006387500       75       172.10000
## 899             NA  2.234602  0.007977500       75       170.33889
## 900             NA  2.541667  0.000968000       75       161.50000
## 901             NA        NA           NA       75              NA
## 902             NA  2.166667  0.006000000       75       144.00000
## 903             NA  2.333333  0.011706000       75       180.25000
## 904             NA  3.566667  0.027897000       75              NA
## 905             NA  2.290909  0.007250000       75       175.42857
## 906             NA  4.954286  0.017859000       75              NA
## 907             NA  4.060000  0.022000000       75              NA
## 908             NA  3.340000  0.013125000       75              NA
## 909             NA  3.566667  0.004000000       75       181.00000
## 910             NA  8.818182  0.019584000       75       198.66667
## 911    0.100000000  2.210769  0.004486000       75       177.28571
## 912    0.100000000  1.862917  0.006279000       75       170.66667
## 913             NA  2.547619  0.014111000       75       160.62500
## 914             NA  2.833333  0.005167000       75       184.00000
## 915             NA  1.260000           NA       75              NA
## 916             NA  5.616667  0.017460000       75              NA
## 917             NA  3.750000  0.005833000       75       186.33333
## 918             NA  2.664435  0.014822000       75       158.61250
## 919             NA  2.150000           NA       75              NA
## 920    0.100000000  2.668333  0.003935000       75       183.16667
## 921    0.100000000  2.571250  0.003950000       75       185.33333
## 922             NA  5.214286  0.009667000       75       209.28571
## 923             NA  1.745000  0.002072000       75       188.80000
## 924    0.100000000  1.840000  0.003800000       75       167.66667
## 925             NA 11.050000  0.027000000       75              NA
## 926             NA  2.200000  0.006571000       75       170.71429
## 927             NA  6.300000  0.011186000       75              NA
## 928             NA  4.250000  0.009800000       75       173.00000
## 929             NA  4.545455  0.015425000       75       170.66667
## 930             NA  8.250000  0.013029000       75       177.25000
## 931             NA  2.207692  0.007786000       75       175.00000
## 932             NA  4.000000  0.008000000       75       172.40000
## 933             NA  1.802222  0.004033000       75       188.50000
## 934    0.100000000  3.237273  0.006283000       75       181.50000
## 935    0.100000000  1.716000  0.000725000       75       184.33333
## 936    0.100000000  3.384000  0.003392000       75       170.74000
## 937             NA  4.100000  0.011200000       75       202.33333
## 938    0.100000000  1.643333  0.001358000       75       183.50000
## 939    0.100000000  1.843333  0.005675000       75       175.00000
## 940             NA  1.300000  0.001415000       75              NA
## 941             NA  2.203704  0.005682000       75       178.50000
## 942             NA  2.051667  0.002035000       85       197.25000
## 943             NA  1.928333  0.014667000       85              NA
## 944             NA  2.416667  0.003250000       85       181.83333
## 945             NA  3.650000  0.005837000       85       179.33333
## 946             NA  5.050000  0.009290000       85              NA
## 947             NA        NA  0.001500000       85       179.00000
## 948             NA  5.021667  0.016000000       85              NA
## 949             NA  4.033333  0.004786000       85       153.40000
## 950             NA        NA           NA       85              NA
## 951             NA  3.580000  0.010400000       85              NA
## 952             NA  2.566667  0.003000000       85       179.71429
## 953             NA  2.437917  0.002916500       85       152.77778
## 954             NA  2.070000  0.002920000       85       175.00000
## 955             NA  2.253681  0.004262000       85       178.62500
## 956             NA        NA           NA       85              NA
## 957             NA  2.185637  0.006704500       85       189.72500
## 958    0.035000000  2.666667  0.003600000       85       180.80000
## 959             NA  2.861111  0.007588000       85       167.57143
## 960             NA  3.527778  0.005529000       85       148.40000
## 961             NA  4.155000  0.016000000       85              NA
## 962             NA  1.928571  0.003000000       85       177.42857
## 963             NA  2.157857  0.003341500       85       175.70000
## 964             NA  3.937500  0.003945000       85       184.00000
## 965             NA  2.230982  0.004038000       85       176.07500
## 966             NA  2.312500  0.003875000       85       164.87500
## 967             NA  1.400000  0.005132000       85       197.33333
## 968             NA  2.400000  0.002286000       85       151.50000
## 969             NA  2.264192  0.005305500       85       183.35000
## 970             NA  2.046091  0.007172500       85       194.00000
## 971             NA  2.397917  0.002393000       85       152.13889
## 972             NA  2.545000  0.000753000       85       157.25000
## 973             NA  3.083333  0.004438000       85       156.87500
## 974             NA  3.842857  0.020194000       85              NA
## 975             NA  3.541667  0.007833000       85       162.81250
## 976             NA  3.441429  0.011639000       85              NA
## 977             NA  2.433333  0.016111000       85              NA
## 978             NA  2.916250  0.012125000       85              NA
## 979             NA  2.250000  0.004667000       85       203.71429
## 980             NA  4.400000  0.007101000       85       168.44444
## 981             NA  2.663077  0.003892000       85       185.28571
## 982             NA  1.893182  0.007145500       85       190.67500
## 983             NA  2.636364  0.004111000       85       146.75000
## 984             NA  2.000000  0.003333000       85       189.83333
## 985             NA  1.575000           NA       85              NA
## 986             NA  3.460000  0.011033000       85              NA
## 987             NA  2.500000  0.003286000       85       196.57143
## 988             NA  2.263333  0.001757000       85       178.57143
## 989             NA  2.744652  0.004322000       85       142.77500
## 990             NA  1.633333  0.001441000       85       207.57143
## 991             NA  2.989167  0.003125000       85       188.50000
## 992             NA  2.813334  0.003112500       85       188.66667
## 993             NA  4.062500  0.004000000       85       181.28571
## 994             NA  1.646667  0.001762000       85              NA
## 995             NA  1.840000  0.001700000       85       174.66667
## 996             NA 10.850000  0.003500000       85              NA
## 997             NA  1.250000  0.001802000       85       185.16667
## 998             NA  3.000000  0.003071000       85       162.14286
## 999             NA  3.083333  0.004167000       85       175.16667
## 1000            NA  4.428571  0.004714000       85       161.28571
## 1001            NA  2.538462  0.004143000       85       171.71429
## 1002            NA  2.700000  0.004000000       85       173.00000
## 1003            NA  1.646667  0.003267000       85       188.75000
## 1004            NA  2.919091  0.005533000       85       284.83333
## 1005            NA  1.493000  0.001490000       85       179.16667
## 1006            NA  2.916667  0.003342000       85       191.00000
## 1007            NA  2.056667  0.006350000       85       187.33333
## 1008            NA        NA           NA       85              NA
## 1009            NA  1.280000  0.002374000       85       219.40000
## 1010            NA  2.384615  0.002455000       85       159.45454
## 1011            NA  3.880000  0.014500000       78              NA
## 1012            NA  3.500000  0.002712000       78              NA
## 1013            NA  3.000000  0.001833000       78       130.50000
## 1014   0.202000000  2.185000  0.000728000       78              NA
## 1015   0.550000000  3.791667  0.006417000       78       141.75000
## 1016            NA        NA           NA       78              NA
## 1017            NA        NA           NA       78              NA
## 1018            NA  4.916667  0.015028000       78       144.00000
## 1019            NA  3.750000  0.004200000       78              NA
## 1020   1.020000000  3.333333  0.006000000       78       136.33333
## 1021            NA        NA           NA       78              NA
## 1022            NA        NA           NA       78              NA
## 1023            NA        NA           NA       78              NA
## 1024            NA  2.750000  0.001800000       78       127.40000
## 1025   0.102000000  1.848333  0.000550000       78       143.33333
## 1026   0.136000000  1.941429  0.000937000       78       134.28571
## 1027            NA  2.916667  0.002000000       78       133.33333
## 1028            NA  2.550000  0.003500000       78              NA
## 1029   0.057000000  1.596667  0.000798000       78       155.50000
## 1030            NA  3.333333  0.006035000       78       121.50000
## 1031            NA  4.666667  0.008108000       78       143.83333
## 1032            NA  1.500000  0.001500000       78       140.50000
## 1033            NA        NA           NA       78              NA
## 1034            NA  2.650000  0.008200000       78              NA
## 1035   0.640000000  3.583333  0.001000000       78       141.50000
## 1036   0.120000000  3.083333  0.002200000       78       147.66667
## 1037            NA        NA           NA       78              NA
## 1038            NA  3.666667  0.003783000       78              NA
## 1039   0.120000000  2.521667  0.001633000       78       145.16667
## 1040   0.340000000  3.300000  0.002600000       78       141.00000
## 1041            NA  2.780000  0.013800000       78              NA
## 1042            NA  2.060000  0.001925000       78       149.75000
## 1043   1.020000000  3.300000  0.001400000       78       135.40000
## 1044            NA        NA           NA       78              NA
## 1045            NA  2.985714  0.001571000       78       142.42857
## 1046   0.057000000  2.185000  0.001168000       78              NA
## 1047            NA  2.750000  0.004219000       78       126.08333
## 1048            NA  2.742857  0.003461000       78              NA
## 1049            NA  3.500000  0.013010000       78       128.66667
## 1050   0.355000000  3.285714  0.002286000       78       144.25000
## 1051   0.057000000  2.075714  0.001167000       78       151.57143
## 1052            NA  3.083333  0.010000000       78       139.00000
## 1053   0.120000000  3.083333  0.001833000       78       127.33333
## 1054            NA        NA           NA       78              NA
## 1055   0.190000000  2.500000  0.002250000       78       146.00000
## 1056            NA  1.927143  0.000957000       78              NA
## 1057            NA  3.060000  0.005660000       78              NA
## 1058            NA  2.350000  0.001500000       78       158.75000
## 1059            NA  3.480000  0.007500000       78              NA
## 1060   0.202000000  2.571667  0.000652000       78       111.00000
## 1061            NA  3.371429  0.005500000       78              NA
## 1062            NA  2.625000  0.002500000       78       110.50000
## 1063            NA  1.812500  0.001833000       78       146.12500
## 1064   1.622000000  1.470000  0.000445000      105       135.75000
## 1065   0.275000000  2.000000  0.000696000      105       136.00000
## 1066            NA  1.111667  0.000800000      105       169.16667
## 1067            NA  1.321667  0.000753000      105       183.50000
## 1068            NA  2.486667  0.000645000      105              NA
## 1069            NA  1.900000  0.000382000      105       108.40000
## 1070            NA  1.333333  0.000367000      105       141.00000
## 1071   0.215000000  1.685714  0.001000000      105       117.77143
## 1072            NA  1.361667  0.000503000      105              NA
## 1073            NA  1.680000  0.001000000      105              NA
## 1074   0.215000000  2.850000  0.001500000      105       178.25000
## 1075            NA  1.558333  0.000978000      105              NA
## 1076            NA  1.991667  0.000617000      105       157.33333
## 1077            NA  1.398000  0.001054000      105       150.25000
## 1078   0.330000000  1.500000  0.001000000      105       180.16667
## 1079            NA  1.150000  0.000948000      105       185.83333
## 1080            NA  4.200000  0.006333000      105              NA
## 1081   0.195000000  1.583333  0.001000000      105       111.50000
## 1082            NA  1.800000  0.001000000      105       122.80000
## 1083   0.195000000  2.000000  0.001857000      105       140.42857
## 1084   0.215000000  1.500000  0.000500000      105       158.00000
## 1085   0.315000000  2.250000  0.001000000      105       152.66667
## 1086            NA  1.350000  0.000287000      105       121.40000
## 1087            NA  1.110000  0.000435000      105       170.00000
## 1088            NA  3.133333  0.002000000      105              NA
## 1089   1.805000000  1.408333  0.000633000      105       142.16667
## 1090            NA  1.351667  0.000695000      105       154.00000
## 1091            NA  2.333333  0.001000000      105       120.00000
## 1092            NA  2.928571  0.001143000      105              NA
## 1093            NA        NA           NA      105              NA
## 1094   0.155000000  1.916667  0.001167000      105       101.16667
## 1095            NA  1.583333  0.002700000      105              NA
## 1096            NA  1.000000  0.001018000      105       147.33333
## 1097            NA  4.566667  0.006333000      105              NA
## 1098            NA  2.980000  0.001400000      105              NA
## 1099            NA  1.461667  0.000398000      105       128.33333
## 1100            NA  1.000000  0.001000000      105        74.60000
## 1101            NA  1.133333  0.001042000      105       139.33333
## 1102            NA  2.800000  0.001750000      105              NA
## 1103            NA  1.550000  0.001903000      105       191.33333
## 1104            NA  1.583333  0.000500000      105       100.20000
## 1105            NA  1.980000  0.000972000      105              NA
## 1106            NA  1.400000  0.000418000      105       154.00000
## 1107   1.828500000  1.835000  0.001267000      105       123.86667
## 1108            NA  1.350000  0.000777000      105       141.66667
## 1109            NA  2.685714  0.001857000      105              NA
## 1110            NA  2.500000  0.000273000      105       142.00000
## 1111            NA  1.416667  0.000646000      105       154.66667
## 1112   1.622500000  1.385714  0.000849000      105       158.42857
## 1113            NA  1.551429  0.001300000      105              NA
## 1114   1.130000000  2.187500  0.001375000      105       146.75000
## 1115            NA  1.450000  0.000668000      105       172.83333
## 1116            NA  1.400000  0.001500000      105       159.00000
## 1117            NA  1.166667  0.001000000      105       106.20000
## 1118            NA  2.442857  0.000756000      105              NA
## 1119            NA  2.122500  0.001020000      105       147.20000
## 1120   1.632500000  1.316250  0.001212000      105       154.77500
## 1121            NA  1.358000  0.000436000      105       116.00000
## 1122   1.628000000  2.410000  0.001586000      105       144.71429
## 1123   0.174000000  1.666667  0.001000000      105       104.33333
## 1124   0.215000000  1.300000  0.001000000      105       112.10000
## 1125            NA  2.566667  0.001333000      105              NA
## 1126            NA  1.762000  0.000470000      105       114.33333
## 1127            NA  1.585714  0.001484000      105       175.14286
## 1128   1.628000000  1.426190  0.000924500      105       163.71429
## 1129            NA  2.320000  0.000444000      105       129.60000
## 1130            NA  1.432000  0.001479000      105       166.25000
## 1131            NA  1.483333  0.000371000      105       125.42857
## 1132            NA  1.216667  0.000958000      105       172.00000
## 1133   0.215000000  1.300000  0.001000000      105       155.60000
## 1134            NA  1.126000  0.000496000      105              NA
## 1135            NA  1.362000  0.001708000      105              NA
## 1136   1.634400000  1.306667  0.000450000      105       148.33333
## 1137   0.117500000  1.583333  0.002333000      105       171.66667
## 1138   0.215000000  1.357143  0.001000000      105       136.85714
## 1139            NA  1.150000  0.000444000      105       132.42857
## 1140   0.345000000  2.000000  0.001333000      105       133.33333
## 1141   0.205000000  1.571429  0.001571000      105       163.57143
## 1142   1.628000000  2.603333  0.001767000      105       148.00000
## 1143   0.213000000  1.833333  0.001000000      105        96.33333
## 1144            NA  1.380000  0.000316000      105       113.80000
## 1145            NA  1.451667  0.000430000      105       128.16667
## 1146   1.632500000  1.626667  0.000417000      105       130.16667
## 1147   0.315000000  2.000000  0.001125000      105       135.62500
## 1148            NA  1.636667  0.002353000      105              NA
## 1149   0.100000000  2.250000  0.000780000      105       184.50000
## 1150   0.215000000  1.600000  0.001200000      105       140.18000
## 1151            NA  1.556667  0.001552000      105              NA
## 1152   1.805000000  2.001667  0.000750000      105       128.66667
## 1153            NA        NA  0.001140000       95       166.00000
## 1154            NA  2.166667  0.001333000       95       152.58333
## 1155            NA        NA  0.000510000       95       246.00000
## 1156            NA        NA  0.001080000       95       220.00000
## 1157            NA  2.800000  0.001818000       95       164.50000
## 1158            NA        NA           NA       95              NA
## 1159            NA        NA  0.000875000       95       187.50000
## 1160   0.041000000  1.498571  0.000886000       95       183.85714
## 1161   0.066000000        NA  0.000988000       95       160.66667
## 1162            NA  2.614743  0.003113500       95       167.91667
## 1163   0.062000000        NA  0.000853000       95       196.50000
## 1164            NA  2.343750  0.002364000       95       186.81818
## 1165            NA  2.269231  0.002385000       95       156.00000
## 1166            NA  2.900000  0.001833000       95       177.16667
## 1167   0.510000000  1.856667  0.000880000       95       177.66667
## 1168   0.035000000  1.520000  0.000360000       95       127.75000
## 1169            NA        NA  0.000965000       95       131.00000
## 1170            NA  2.736364  0.003273000       95       158.00000
## 1171            NA  1.718750  0.001813000       95       183.87500
## 1172            NA  1.727273  0.001455000       95       150.72727
## 1173   0.056000000  1.533333  0.000657000       95       163.00000
## 1174   0.041000000  1.598333  0.001450000       95       165.83333
## 1175            NA        NA           NA       95              NA
## 1176            NA        NA  0.001310000       95       155.33333
## 1177            NA  2.625000  0.004682000       95       181.16667
## 1178            NA  2.000000  0.001500000       95       181.50000
## 1179            NA  1.718182  0.001364000       95       187.81818
## 1180            NA  4.625000  0.004000000       95       129.00000
## 1181   0.170000000  2.150000  0.001640000       95       149.00000
## 1182            NA        NA  0.000450000       95       201.00000
## 1183   0.064000000  1.776667  0.000517000       95       150.00000
## 1184            NA        NA  0.000875000       95       187.50000
## 1185            NA        NA           NA       95              NA
## 1186            NA  2.100000  0.004726000       95       175.85714
## 1187            NA        NA  0.000990000       95       148.00000
## 1188            NA  2.772727  0.001545000       95       166.81818
## 1189   0.043250000  1.520000  0.000578000       95              NA
## 1190            NA  4.487500  0.003500000       95       131.50000
## 1191            NA  2.583333  0.002969000       95       166.33333
## 1192            NA  1.416667  0.001083000       95       159.62500
## 1193            NA  3.700000  0.002364000       95       151.66667
## 1194            NA  2.377692  0.001883000       95       157.50000
## 1195            NA  2.583333  0.002333000       95       158.36667
## 1196            NA  1.800000  0.001600000       95       131.60000
## 1197            NA        NA           NA       95              NA
## 1198            NA  1.966667  0.001157000       95       148.50000
## 1199            NA        NA  0.001238000       95       177.20000
## 1200            NA  2.538462  0.002000000       95       167.57143
## 1201            NA  2.312500  0.001623000       95       154.45454
## 1202            NA  2.366667  0.002719000       95       163.62500
## 1203            NA        NA           NA       95              NA
## 1204            NA  2.930682  0.003553000       95       158.00000
## 1205            NA  2.700000  0.003636000       95       148.83333
## 1206   0.044500000  1.868333  0.000780000       95              NA
## 1207            NA  2.200000  0.001400000       95       143.02000
## 1208            NA        NA  0.000696000       95       162.50000
## 1209            NA  1.673333  0.001097000       95              NA
## 1210            NA  2.641667  0.002833000       95       162.00000
## 1211            NA  2.550000  0.001727000       95       127.81818
## 1212            NA        NA           NA       95              NA
## 1213            NA  2.869231  0.001538000       95       170.33333
## 1214            NA        NA  0.000910000       95       195.50000
## 1215            NA        NA  0.000835000       95       189.00000
## 1216            NA  3.125000  0.001750000       95       166.80000
## 1217            NA  2.733333  0.003000000       95       158.83333
## 1218            NA  2.704166  0.003636000       95       145.41667
## 1219            NA  1.916667  0.001667000       95       152.33333
## 1220   0.041000000  1.710000  0.001157000       95       146.00000
## 1221            NA  2.000000  0.001000000       95       146.40000
## 1222            NA  1.833333  0.001167000       95       177.33333
## 1223   0.040500000  1.808750  0.000397000       95       166.60000
## 1224   0.073000000        NA           NA       95              NA
## 1225            NA  3.070000  0.002400000       95       152.60000
## 1226            NA  2.166667  0.002047000       95       160.33333
## 1227            NA  1.750000  0.001167000       95       182.75000
## 1228   0.041000000  1.538571  0.001039000       95       197.57143
## 1229            NA  3.000000  0.001500000       95       158.00000
## 1230            NA  2.989546  0.002472500       95       153.63333
## 1231            NA  1.890000  0.000667000       95       175.45000
## 1232            NA  1.759167  0.001675000       95       182.33333
## 1233            NA  1.576923  0.001657000       95       179.14286
## 1234            NA        NA           NA       95              NA
## 1235            NA        NA  0.000550000       55       236.00000
## 1236            NA        NA           NA       55              NA
## 1237            NA        NA           NA       55              NA
## 1238   0.220000000  1.870000  0.002400000       55       193.30000
## 1239            NA        NA  0.000850000       55       205.00000
## 1240            NA  2.093333  0.000728000       55       224.00000
## 1241            NA  1.583333  0.001167000       55       214.16667
## 1242            NA  2.140000  0.002547000       55       193.33333
## 1243            NA  2.111111  0.001588000       55       216.50000
## 1244            NA  2.093750  0.002600000       55       214.00000
## 1245            NA  1.816667  0.001367000       55       208.33333
## 1246            NA  2.233333  0.003911000       55       188.80000
## 1247            NA  1.495000  0.000750000       55       253.50000
## 1248            NA  1.550000  0.000827000       55       229.00000
## 1249            NA  2.333333  0.004183000       55       195.10000
## 1250   0.290000000  2.357143  0.001429000       55       195.85714
## 1251            NA        NA  0.001005000       55       206.50000
## 1252            NA        NA           NA       55              NA
## 1253            NA        NA  0.000590000       55       232.00000
## 1254            NA  2.250000  0.001260000       55       227.50000
## 1255   0.125000000  2.105263  0.001167000       55       210.47368
## 1256            NA        NA           NA       55              NA
## 1257            NA        NA           NA       55              NA
## 1258            NA        NA           NA       55              NA
## 1259            NA  1.661250  0.001222000       55       225.00000
## 1260            NA  2.000000  0.000744000       55       219.00000
## 1261   0.230000000  1.928571  0.001286000       55       210.71429
## 1262   0.195000000  2.416667  0.003167000       55       175.33333
## 1263            NA  2.450000  0.000944000       55       189.42857
## 1264            NA  1.277143  0.000419000       55       250.14286
## 1265            NA  1.943333  0.000762000       55       189.16667
## 1266            NA        NA  0.001074000       55       209.40000
## 1267            NA  1.994000  0.000800000       55       222.20000
## 1268   2.255000000  2.230769  0.003167000       55       197.23077
## 1269            NA  2.366667  0.003071000       55       214.00000
## 1270   0.090000000  2.020000  0.000944000       55       209.20000
## 1271            NA        NA           NA       55              NA
## 1272            NA  2.300000  0.003135000       55       204.92308
## 1273            NA  1.847826  0.002217000       55       211.65217
## 1274            NA  2.233333  0.000873000       55       206.50000
## 1275            NA  1.806000  0.000916000       55              NA
## 1276            NA        NA           NA       55              NA
## 1277            NA  2.289474  0.001526000       55       214.36842
## 1278            NA  1.665000  0.001090000       55       224.00000
## 1279            NA        NA           NA       55              NA
## 1280            NA  2.062500  0.001495000       55       235.50000
## 1281   0.515000000  2.000000  0.002733000       55       216.13333
## 1282            NA  1.140000  0.001480000       55       187.00000
## 1283            NA        NA           NA       55              NA
## 1284   0.020000000  2.214286  0.005623000       55       240.42857
## 1285   0.090000000  1.857143  0.000789000       55       211.00000
## 1286   0.400333333  1.307576  0.002091500       55       227.86780
## 1287   1.294000000  1.700000  0.001333000       55       233.06667
## 1288   0.220000000  2.411111  0.002667000       55       201.55556
## 1289            NA  2.166667  0.003114000       55       198.25000
## 1290   0.600000000  1.281818  0.002018000       55       229.42727
## 1291   0.300000000  1.375000  0.001375000       55       209.62500
## 1292            NA        NA  0.000825000       55       236.00000
## 1293            NA  1.864000  0.002050000       55       202.00000
## 1294            NA  2.461538  0.005895000       55       229.92308
## 1295            NA  1.582500  0.000931000       58        63.50000
## 1296   0.002000000  0.880000  0.000786000       58        44.00000
## 1297            NA  1.335000  0.000250000       58              NA
## 1298            NA  1.423333  0.000942000       58        62.65000
## 1299            NA  1.337143  0.000373000       58        44.68000
## 1300            NA  1.667143  0.000371000       58        43.70000
## 1301            NA  1.370000  0.000568000       58        54.75000
## 1302            NA  1.944444  0.001134000       58        61.65972
## 1303            NA  2.645238  0.001000000       58        28.86905
## 1304            NA  1.642857  0.000440000       58        44.00000
## 1305            NA  1.558824  0.001000000       58        47.12353
## 1306            NA  1.375000  0.001000000       58        40.95000
## 1307            NA  1.531250  0.000888500       58        42.17500
## 1308   0.300000000  2.000000  0.001000000       58        55.31429
## 1309            NA  1.833333  0.000707000       58              NA
## 1310            NA  1.588889  0.001222000       58        55.22222
## 1311            NA  1.562500  0.001695000       58        49.25000
## 1312            NA  1.240000  0.000406000       58        54.60000
## 1313            NA  2.000000  0.001000000       58        43.37500
## 1314            NA  1.635714  0.000807000       58        79.54286
## 1315            NA  1.333333  0.000738000       58        57.50000
## 1316   0.290000000  2.300000  0.001000000       58        43.54000
## 1317            NA  2.000000  0.000656000       58        52.42857
## 1318            NA  2.115385  0.001462000       58        47.69231
## 1319            NA  1.250000  0.000194000       58        44.71429
## 1320            NA  1.611667  0.000453000       58              NA
## 1321   0.020000000  1.285714  0.000340000       58              NA
## 1322            NA  1.520000  0.000850000       58        86.11667
## 1323            NA  1.481667  0.001340000       58              NA
## 1324            NA  1.366667  0.000603000       58        55.57143
## 1325            NA  1.700000  0.000132000       58        51.20000
## 1326            NA  1.818182  0.001000000       58        37.21667
## 1327            NA  1.500000  0.001000000       58        47.00909
## 1328            NA  1.416667  0.000585000       58        69.00000
## 1329            NA  1.328571  0.000710000       58        40.00000
## 1330            NA  1.900000  0.000534000       58        41.82000
## 1331            NA  1.785714  0.000869000       58        53.57143
## 1332   0.604000000  1.175000  0.000556000       58              NA
## 1333            NA  1.828000  0.000280000       58        40.66000
## 1334            NA  1.428571  0.001773000       58        53.71429
## 1335            NA  1.750000  0.000973000       58        47.89091
## 1336            NA  1.800000  0.001300000       58        44.00000
## 1337            NA  1.678333  0.000529000       58        46.73333
## 1338            NA  1.500000  0.000837000       58        40.92500
## 1339            NA  2.557143  0.001000000       58        31.57143
## 1340            NA  1.410000  0.000520000       58        61.91667
## 1341            NA  2.000000  0.001143000       58        60.87500
## 1342            NA  1.937500  0.001000000       58        52.62500
## 1343            NA  1.472857  0.000896000       58        61.73333
## 1344            NA  1.666667  0.001125000       58        43.37778
## 1345            NA  1.714286  0.001000000       58        43.87500
## 1346            NA        NA  0.000537000      110       184.71429
## 1347            NA  1.666667  0.001833000      110       153.66667
## 1348            NA  1.125000  0.001750000      110              NA
## 1349            NA  1.583333  0.001360000      110       205.50000
## 1350   0.004000000  1.283333  0.000358000      110       190.16667
## 1351            NA  1.418750  0.001333000      110              NA
## 1352            NA        NA  0.001116000      110       175.80000
## 1353            NA  1.437500  0.001333000      110              NA
## 1354   0.010730000  1.720000  0.001150000      110       169.66667
## 1355            NA        NA           NA      110              NA
## 1356   0.014000000        NA  0.000730000      110       172.80000
## 1357            NA  1.900000  0.003000000      110       187.00000
## 1358            NA        NA  0.001030000      110       220.50000
## 1359            NA        NA  0.000580000      110       219.16667
## 1360            NA        NA  0.000365000      110       185.16667
## 1361            NA  1.500000  0.001167000      110       164.83333
## 1362   0.022000000  1.458000  0.001040000      110       168.80000
## 1363            NA  1.550000  0.002428000      110              NA
## 1364            NA  1.205714  0.002200000      110       213.57143
## 1365            NA  1.500000  0.001000000      110       172.00000
## 1366            NA        NA  0.000667000      110       186.83333
## 1367   0.021000000  1.166667  0.001000000      110       159.00000
## 1368   0.003000000  1.408000  0.001400000      110       170.00000
## 1369            NA        NA  0.000427000      110       148.50000
## 1370            NA  1.791667  0.002833000      110              NA
## 1371            NA  1.265000  0.000878000      110       198.50000
## 1372            NA  1.000000  0.001143000      110       172.14286
## 1373            NA  1.333333  0.001617000      110       173.00000
## 1374            NA  1.666667  0.001333000      110       167.00000
## 1375            NA  1.500000  0.001250000      110       136.00000
## 1376   0.021000000  1.166667  0.001167000      110       167.83333
## 1377            NA  1.666667  0.001428000      110       191.80000
## 1378            NA  1.775000  0.001500000      110       160.31667
## 1379            NA  1.500000  0.001763000      110       166.33333
## 1380            NA  1.306000  0.000482000      110       166.33333
## 1381            NA  1.700000  0.001200000      110       179.20000
## 1382            NA  1.650000  0.002333000      110       199.16667
## 1383   0.014000000        NA  0.000951000      110       193.57143
## 1384            NA  2.096000  0.000790000      110              NA
## 1385            NA        NA           NA      110              NA
## 1386            NA  1.430000  0.001340000      110       188.40000
## 1387            NA  1.908333  0.001500000      110              NA
## 1388            NA  1.500000  0.001500000      110       165.33333
## 1389            NA  1.900000  0.001200000      110       170.50000
## 1390            NA  1.500000  0.001833000      110       188.00000
## 1391            NA  1.825000  0.001571000      110              NA
## 1392            NA        NA  0.000715000      110       167.50000
## 1393            NA  1.833333  0.001667000      110       201.33333
## 1394            NA  1.000000  0.002000000      110              NA
## 1395            NA  1.400000  0.001816000      110       162.40000
## 1396   0.014000000        NA  0.001420000      110       221.50000
## 1397            NA  2.725000  0.002329000      110              NA
## 1398            NA  1.708333  0.002182000      110              NA
## 1399            NA  1.285714  0.001127000      110       187.00000
## 1400            NA  2.380000  0.002148000      110              NA
## 1401            NA  1.030000  0.000608000      110       204.00000
## 1402   0.014000000        NA  0.000685000      110       159.25000
## 1403            NA  1.321429  0.000444000      110              NA
## 1404            NA  1.400000  0.000860000      110       185.20000
## 1405            NA  1.500000  0.001400000      110              NA
## 1406            NA  1.816667  0.001500000      110       153.73333
## 1407            NA  1.666667  0.001500000      110       166.23333
## 1408            NA  1.541667  0.001250000      110       136.00000
## 1409            NA  1.800000  0.001000000      110       128.00000
## 1410            NA  1.500000  0.001000000      110       173.16667
## 1411            NA  1.833333  0.002667000      110       165.16667
## 1412            NA        NA           NA      110              NA
## 1413            NA  1.416667  0.001000000      110       170.66667
## 1414   0.014000000        NA  0.000673000      110       189.00000
## 1415            NA        NA  0.000373000       85              NA
## 1416            NA        NA           NA       85              NA
## 1417            NA  1.353333  0.000250000       85        29.93333
## 1418            NA        NA           NA       85              NA
## 1419            NA  1.327143  0.000469000       85              NA
## 1420            NA        NA  0.000160000       85        31.00000
## 1421            NA  1.488333  0.001142000       85              NA
## 1422   2.070000000  1.333333  0.001000000       85        24.20000
## 1423            NA  1.376667  0.000337000       85        30.33333
## 1424            NA        NA           NA       85              NA
## 1425            NA        NA  0.000612000       85              NA
## 1426            NA        NA  0.000393000       85        23.83333
## 1427            NA        NA  0.000292000       85        31.40000
## 1428            NA        NA           NA       85              NA
## 1429            NA  1.333333  0.001000000       85        24.51111
## 1430            NA  1.974286  0.000344000       85        29.70000
## 1431            NA  0.950000  0.000060000       85              NA
## 1432            NA  1.285714  0.001000000       85        26.88571
## 1433            NA        NA           NA       85              NA
## 1434            NA  1.253750  0.000379000       85        29.98750
## 1435            NA        NA  0.000486000       85        29.57143
## 1436            NA        NA  0.000247000       85        21.66667
## 1437            NA        NA           NA       85              NA
## 1438            NA  1.166667  0.000580000       85        20.50000
## 1439            NA  1.333333  0.001000000       85        25.73333
## 1440            NA  1.800000  0.001000000       85        17.20000
## 1441            NA  1.576667  0.000100000       85        23.93333
## 1442   0.004000000  1.600000  0.000458000       85              NA
## 1443            NA  1.562500  0.001000000       85        23.23750
## 1444            NA  3.366667  0.001000000       85        22.31667
## 1445            NA  1.500000  0.001000000       85        23.45000
## 1446            NA        NA           NA       85              NA
## 1447            NA        NA  0.000548000       85              NA
## 1448            NA        NA           NA       85              NA
## 1449            NA        NA           NA       85              NA
## 1450            NA  1.800000  0.001000000       85        20.08000
## 1451            NA        NA           NA       85              NA
## 1452            NA        NA  0.000301000       85        31.75000
## 1453            NA  1.168333  0.000107000       85              NA
## 1454            NA        NA  0.000368000       85        30.16667
## 1455            NA  1.700000  0.000190000       85        22.42857
## 1456            NA  1.710000  0.000770000       85              NA
## 1457            NA  2.000000  0.001000000       85        22.60000
## 1458            NA        NA  0.000590000       85        35.00000
## 1459            NA  1.214286  0.000144000       85        28.08571
## 1460            NA  2.633333  0.000160000       85        22.80000
## 1461            NA  1.433333  0.001000000       85        29.50000
## 1462            NA  1.393333  0.000307000       85              NA
## 1463            NA  1.476667  0.000217000       85        30.33333
## 1464            NA        NA           NA       85              NA
## 1465            NA  1.166667  0.000467000       85              NA
## 1466            NA        NA           NA       85              NA
## 1467            NA  1.750000  0.001000000       85        20.58333
## 1468            NA  1.754286  0.000804000       85        34.94286
## 1469            NA  1.266667  0.000247000       85              NA
## 1470            NA        NA           NA       85              NA
## 1471            NA  1.562500  0.001000000       85        24.61250
## 1472            NA        NA           NA       85              NA
## 1473            NA  1.642857  0.001000000       85        21.55714
## 1474            NA  1.580000  0.000522000       85        21.03333
## 1475            NA  1.964000  0.000108000       85        23.22000
## 1476            NA  1.250000  0.000347000       85        20.98333
## 1477            NA        NA  0.000373000       85              NA
## 1478            NA  1.250000  0.000140000       85        28.95000
## 1479            NA  2.145000  0.000200000       85        21.21667
## 1480            NA  2.416667  0.002000000       75       143.83333
## 1481            NA  4.280000  0.002158000       75              NA
## 1482            NA  4.000000  0.002788000       75       193.25000
## 1483            NA  2.200000  0.002500000       75              NA
## 1484            NA        NA           NA       75              NA
## 1485            NA  2.666667  0.001833000       75       156.50000
## 1486            NA  4.357143  0.001737000       75       141.16667
## 1487            NA  3.500000  0.001600000       75       170.00000
## 1488            NA  3.380000  0.004000000       75              NA
## 1489            NA  3.000000  0.002333000       75       120.66667
## 1490            NA  2.900000  0.002000000       75       122.00000
## 1491            NA  3.083333  0.002167000       75       136.50000
## 1492            NA  2.875000  0.003250000       75       169.00000
## 1493            NA  3.440000  0.003750000       75              NA
## 1494            NA        NA           NA       75              NA
## 1495            NA        NA           NA       75              NA
## 1496            NA        NA           NA       75              NA
## 1497            NA  2.750000  0.001075000       75       149.00000
## 1498            NA  3.500000  0.005869000       75       145.77778
## 1499   0.124500000  2.372857  0.001010000       75       144.00000
## 1500            NA  5.962500  0.004333000       75              NA
## 1501   0.990000000  3.163333  0.001013000       75       129.33333
## 1502            NA        NA           NA       75              NA
## 1503            NA  2.400000  0.003500000       75       192.60000
## 1504            NA  2.968000  0.000980000       75       133.20000
## 1505            NA  3.000000  0.001200000       75       110.20000
## 1506            NA  5.028571  0.007600000       75              NA
## 1507            NA  5.650000  0.002714000       75              NA
## 1508            NA  5.120000  0.003333000       75              NA
## 1509            NA  3.250000  0.001500000       75       159.83333
## 1510            NA  3.900000  0.004600000       75              NA
## 1511            NA  2.500000  0.003400000       75       160.83333
## 1512            NA        NA           NA       75              NA
## 1513            NA  3.357143  0.001571000       75       178.71429
## 1514            NA        NA           NA       75              NA
## 1515            NA  2.800000  0.004295000       75              NA
## 1516            NA  1.800000  0.001000000       75        82.30000
## 1517            NA  3.250000  0.000670000       75       123.50000
## 1518            NA  3.512500  0.005200000       75              NA
## 1519   0.124500000  2.748333  0.001058000       75       160.28333
## 1520            NA  3.500000  0.001702000       75       145.60000
## 1521            NA  1.960000  0.003333000       75              NA
## 1522            NA  3.350000  0.003167000       75       186.83333
## 1523            NA  3.357143  0.003286000       75       181.57143
## 1524            NA  3.145000  0.002317000       75       151.25000
## 1525   0.126000000  2.823333  0.001048000       75              NA
## 1526            NA        NA           NA       75              NA
## 1527            NA  2.000000  0.002500000       75       188.16667
## 1528            NA  2.500000  0.002000000       75       137.50000
## 1529   0.746000000  3.244000  0.003246000       75              NA
## 1530            NA  2.260000  0.002325000       75       135.50000
## 1531   0.010000000        NA           NA       75              NA
## 1532   0.125250000  4.551667  0.002185000       75              NA
## 1533            NA  3.250000  0.001800000       75       131.16667
## 1534            NA  7.780000  0.002950000       75              NA
## 1535            NA        NA  0.001055000       75       292.50000
## 1536            NA  4.100000  0.001000000       75              NA
## 1537            NA        NA  0.001230000       75       311.00000
## 1538            NA  2.500000  0.001500000       75       143.50000
## 1539            NA  2.842857  0.002343000       75       145.16667
## 1540            NA  2.800000  0.002400000       75       149.20000
## 1541            NA  3.800000  0.005000000       75              NA
## 1542            NA  2.283333  0.002000000       75       110.83333
## 1543   0.240000000  1.866000  0.001182000       75       266.00000
## 1544            NA  2.571429  0.001286000       75       143.42857
## 1545            NA  2.780000  0.001000000       75       120.60000
## 1546            NA  6.333333  0.001500000       75       126.33333
## 1547            NA  2.500000  0.002750000       75       310.75000
## 1548            NA  3.500000  0.004250000       75              NA
## 1549            NA        NA           NA       75              NA
## 1550            NA        NA           NA       75              NA
## 1551            NA        NA  0.000635000       75       267.00000
## 1552            NA  3.500000  0.001075000       75       136.50000
## 1553            NA  4.750000  0.001780000       75       187.50000
## 1554            NA  2.500000  0.000900000       75       142.44444
## 1555            NA        NA  0.002175000       75       346.50000
## 1556            NA        NA  0.002090000       75       358.00000
## 1557            NA  3.285714  0.002167000       75              NA
## 1558            NA  1.916667  0.001000000       75       186.00000
## 1559            NA        NA  0.000940000       75       329.00000
## 1560            NA  2.100000  0.002000000       75       180.20000
## 1561            NA  2.276000  0.003600000       75       222.00000
## 1562            NA  2.500000  0.002000000       75        87.60000
## 1563            NA  4.316667  0.002400000       75              NA
## 1564   0.240000000  2.628333  0.004027000       75       423.83333
## 1565            NA  2.550000  0.001667000       75              NA
## 1566            NA  3.700000  0.001500000       75              NA
## 1567            NA  6.166667  0.003000000       75       146.66667
## 1568            NA        NA           NA       75              NA
## 1569            NA  1.642857  0.002000000       75       234.99629
## 1570            NA        NA           NA       75              NA
## 1571            NA        NA  0.000980000       75       236.00000
## 1572            NA  2.316667  0.003233000       75              NA
## 1573            NA  2.416667  0.001028000       75       117.16667
## 1574            NA  3.433333  0.001667000       75              NA
## 1575            NA  4.480000  0.002096000       75       139.60000
## 1576            NA        NA  0.000470000       75       257.00000
## 1577            NA  2.660000  0.002333000       75              NA
## 1578            NA  2.250000  0.002167000       75       175.16667
## 1579            NA  2.333333  0.001667000       75       238.66667
## 1580            NA  2.250000  0.003783000       75       264.00000
## 1581   0.140000000  2.365000  0.001097000       75              NA
## 1582            NA  1.916667  0.001500000       75       228.00000
## 1583            NA  1.875000  0.002000000       75       221.75000
## 1584   0.015900000        NA  0.001030000       75       298.00000
## 1585   0.240000000  2.056667  0.002673000       75       313.66667
## 1586            NA        NA           NA       75              NA
## 1587            NA  3.120000  0.004037000       75              NA
## 1588            NA  1.150000  0.001200000      135       137.20000
## 1589            NA        NA  0.000320000      135       141.00000
## 1590            NA        NA  0.000323000      135       197.83333
## 1591            NA        NA  0.000266000      135       186.80000
## 1592            NA  1.250000  0.000710000      135       142.16667
## 1593            NA        NA  0.000296000      135       190.40000
## 1594            NA        NA  0.000261000      135       141.85714
## 1595            NA  1.580000  0.000194000      135       141.66667
## 1596            NA        NA           NA      135              NA
## 1597   0.001000000  1.128333  0.000263000      135              NA
## 1598            NA        NA  0.000155000      135       165.16667
## 1599   0.000000000  1.400000  0.001000000      135       114.60000
## 1600            NA        NA  0.000250000      135       182.50000
## 1601            NA  1.300000  0.000490000      135       198.00000
## 1602            NA  1.500000  0.001000000      135       132.00000
## 1603            NA  1.435000  0.000229000      135       147.71429
## 1604   0.009333333        NA           NA      135              NA
## 1605            NA  1.200000  0.001400000      135       166.80000
## 1606   0.150500000  1.465000  0.000325000      135       122.75000
## 1607            NA  1.458333  0.001333000      135       146.00000
## 1608            NA        NA  0.000147000      135       161.83333
## 1609            NA        NA  0.000262000      135       148.57143
## 1610            NA  1.116667  0.001000000      135       193.66667
## 1611   0.300000000  1.092857  0.000314000      135       170.85714
## 1612            NA  1.166667  0.000836000      135       164.11111
## 1613            NA  1.125000  0.001667000      135       165.16667
## 1614            NA        NA  0.000396000      135       150.85714
## 1615            NA        NA  0.000296000      135       143.60000
## 1616            NA        NA  0.000379000      135       165.42857
## 1617            NA  2.500000  0.001333000      135       118.16667
## 1618            NA        NA  0.000238000      135       184.40000
## 1619   0.121000000  1.200000  0.001000000      135       142.20000
## 1620            NA  1.000000  0.000197000      135       153.83333
## 1621   0.005000000        NA  0.000180000      135       169.00000
## 1622   0.117333333  1.284000  0.000306000      135       152.50000
## 1623            NA  2.166667  0.001400000      135       144.50000
## 1624   0.150500000  1.248571  0.000167000      135       158.00000
## 1625   0.250500000  1.080000  0.000294000      135       143.80000
## 1626            NA  1.400000  0.001000000      135       133.58000
## 1627   0.121000000  1.083333  0.001000000      135       168.33333
## 1628            NA        NA  0.000252000      135       165.50000
## 1629            NA  1.208333  0.001333000      135       157.00000
## 1630            NA  1.357143  0.000176000      135       159.42857
## 1631            NA  1.250000  0.000177000      135       151.00000
## 1632            NA  1.028333  0.000252000      135       164.66667
## 1633   0.500000000  1.200000  0.001000000      135       137.80000
## 1634            NA  1.475000  0.000233000      135       154.66667
## 1635            NA  1.022857  0.000317000      135              NA
## 1636   0.014000000        NA  0.000272000      135       139.16667
## 1637            NA        NA  0.000240000      135       150.50000
## 1638            NA  1.836000  0.000512000      135       131.25000
## 1639   0.121000000  1.031667  0.000228000      135              NA
## 1640            NA  1.430000  0.000275000      135       140.33333
## 1641            NA  1.466667  0.001000000      135       140.33333
## 1642   0.100000000  1.166667  0.001000000      135       147.50000
## 1643            NA  1.250000  0.001000000      135       167.83333
## 1644            NA  1.000000  0.001000000      135       165.50000
## 1645   0.150500000  1.182000  0.000260000      135       153.20000
## 1646            NA  1.277778  0.000652000      135       144.77778
## 1647   0.014000000        NA  0.000288000      135       179.80000
## 1648   0.014680000        NA  0.000233000      135       140.50000
## 1649   0.500000000  1.233333  0.001000000      135       175.00000
## 1650            NA  1.000000           NA      135       153.00000
## 1651            NA        NA  0.000220000      135       139.60000
## 1652   0.014000000        NA  0.000392000      135       139.00000
## 1653            NA  1.083333  0.001000000      135       145.20000
## 1654            NA  1.166667  0.001000000      135       156.66667
## 1655            NA  1.338000  0.000432000      135       155.96000
## 1656            NA  1.725000  0.001000000      135       135.50000
## 1657            NA        NA  0.000180000      135       160.71429
## 1658   0.200333333  1.357500  0.000384000      135              NA
## 1659            NA  2.250000  0.001000000      135       124.50000
## 1660   0.044000000  1.083333  0.001000000      135       171.16667
## 1661            NA  1.625000  0.001000000      135       142.50000
## 1662            NA  1.666667  0.001167000      135       140.00000
## 1663            NA  1.500000  0.001000000      135       157.57143
## 1664            NA  1.350000  0.000392000       57              NA
## 1665            NA  3.010000  0.001017000       57       188.16667
## 1666            NA  1.714286  0.001000000       57       238.14286
## 1667            NA  1.133333  0.000607000       57              NA
## 1668            NA  1.487143  0.000864000       57              NA
## 1669            NA        NA           NA       57              NA
## 1670            NA  1.142857  0.001750000       57       219.00000
## 1671            NA  1.416667  0.001333000       57       194.33333
## 1672            NA  1.616667  0.001000000       57       199.35000
## 1673            NA  1.471429  0.000613000       57       181.71429
## 1674            NA  1.200000  0.000943000       57              NA
## 1675            NA  1.500000  0.001000000       57       204.85714
## 1676            NA  1.166667  0.000375000       57              NA
## 1677            NA  1.200000  0.000605000       57       231.83333
## 1678            NA  1.566667  0.000847000       57              NA
## 1679            NA        NA           NA       57              NA
## 1680            NA  2.000000  0.001333000       57       219.00000
## 1681            NA        NA           NA       57              NA
## 1682            NA        NA           NA       57              NA
## 1683            NA  1.333333  0.001000000       57       230.00000
## 1684            NA        NA           NA       57              NA
## 1685            NA  2.083333  0.001000000       57       193.50000
## 1686            NA  2.200000  0.000860000       57       202.00000
## 1687            NA  1.110000  0.000632000       57              NA
## 1688            NA  2.600000  0.001170000       57       186.50000
## 1689            NA  1.280000  0.000702000       57              NA
## 1690            NA        NA           NA       57              NA
## 1691            NA  2.333333  0.001500000       57       212.50000
## 1692            NA        NA           NA       57              NA
## 1693            NA  1.534286  0.001044000       57       228.85714
## 1694            NA  1.471667  0.000562000       57       145.00000
## 1695            NA  1.033333  0.000748000       57              NA
## 1696            NA  1.600000  0.000540000       57       207.50000
## 1697            NA  1.583333  0.002167000       57       191.83333
## 1698            NA        NA           NA       57              NA
## 1699            NA  2.000000  0.001167000       57       212.16667
## 1700            NA  1.695000           NA       57              NA
## 1701            NA  2.250000  0.001400000       57       176.00000
## 1702            NA        NA           NA       57              NA
## 1703            NA  2.500000  0.000908000       57       184.00000
## 1704            NA  1.975000  0.002803000       57       226.42857
## 1705            NA  1.000000  0.000837000       57       228.16667
## 1706            NA  1.240000  0.000420000       57              NA
## 1707            NA  1.333333  0.001500000       57       200.33333
## 1708            NA  1.400000  0.001504000       57              NA
## 1709            NA  1.483333  0.001400000       57       208.66667
## 1710            NA  1.308000  0.000548000       57       272.50000
## 1711            NA        NA           NA       57              NA
## 1712            NA  1.833333  0.001333000       57       206.16667
## 1713            NA        NA           NA       57              NA
## 1714            NA  2.000000  0.001000000       57       183.50000
## 1715            NA  2.080000  0.004925000       57              NA
## 1716            NA  1.650000  0.001200000      215              NA
## 1717   0.012000000        NA  0.000423000      215       164.00000
## 1718   0.100000000  1.000000  0.001000000      215       167.60000
## 1719   0.123571429  2.378000  0.000580000      215       156.83333
## 1720   0.076252500  1.310000  0.000298000      215       171.50000
## 1721   0.154125000  1.304000  0.000700000      215       164.00000
## 1722   0.103750000  1.701429  0.000814000      215       151.42857
## 1723            NA  1.566667  0.001267000      215       123.50000
## 1724            NA  1.246667  0.002042000      215              NA
## 1725   0.000000000  1.450000  0.001000000      215       144.90000
## 1726            NA  1.300000  0.001716000      215       133.20000
## 1727            NA  2.000000  0.003319000      215       147.00000
## 1728            NA  1.650000  0.001000000      215       158.10000
## 1729   0.013000000        NA  0.000543000      215       198.00000
## 1730            NA  1.583333  0.002400000      215       114.33333
## 1731            NA  2.500000  0.003125000      215              NA
## 1732            NA  2.181250  0.001522000      215              NA
## 1733   0.002866667  1.118333  0.000608000      215              NA
## 1734   0.010250000        NA  0.000595000      215       154.66667
## 1735            NA  1.625000  0.002600000      215              NA
## 1736            NA  1.571429  0.002286000      215       155.85714
## 1737            NA  1.070000  0.000557000      215       185.71429
## 1738            NA  1.333333  0.001915000      215       157.00000
## 1739            NA  1.333333  0.001143000      215       150.55556
## 1740   0.012000000        NA  0.000790000      215       146.50000
## 1741            NA        NA           NA      215              NA
## 1742            NA        NA  0.000527000      215              NA
## 1743            NA  1.775000  0.001167000      215       180.12500
## 1744   0.121000000  1.083333  0.001000000      215       146.33333
## 1745   0.500000000  1.714286  0.001429000      215       116.14286
## 1746   0.012000000  1.333333  0.000373000      215       151.28571
## 1747   0.106666667  1.250000  0.001333000      215       146.83333
## 1748            NA  1.500000  0.001500000      215       131.18182
## 1749   0.050500000  1.277778  0.001000000      215       133.77778
## 1750            NA  1.416667  0.001623000      215       166.50000
## 1751   0.100000000  1.333333  0.001333000      215       135.50000
## 1752   0.191416667  2.325000  0.000733000      215       161.87500
## 1753   0.121000000  1.333333  0.001000000      215       151.66667
## 1754            NA  1.650000  0.001298000      215       169.20000
## 1755   0.100000000  1.291667  0.001333000      215       141.16667
## 1756            NA  1.213333  0.000346000      215       134.00000
## 1757   0.009333333  1.061667  0.000777000      215              NA
## 1758            NA        NA  0.000370000      215              NA
## 1759            NA  2.140000  0.001432000      215              NA
## 1760            NA  1.650000  0.001000000      215              NA
## 1761   0.500000000  1.750000  0.001667000      215       129.40000
## 1762            NA  1.687500  0.001333000      215              NA
## 1763            NA  1.571429  0.001200000      215       142.14286
## 1764   0.141000000  1.162500  0.000589000      215       173.87500
## 1765            NA        NA  0.000305000      215              NA
## 1766            NA        NA           NA      215              NA
## 1767   0.012400000        NA  0.000317000      215       165.33333
## 1768            NA  1.388889  0.001167000      215       151.22222
## 1769   0.006000000  2.375000  0.003429000      215              NA
## 1770   0.140500000  2.632500  0.000675000      215       156.00000
## 1771            NA        NA           NA      215              NA
## 1772            NA        NA  0.000603000      215              NA
## 1773            NA        NA  0.000430000      215       189.00000
## 1774   0.375000000  1.312500  0.001000000      215       145.87500
## 1775   0.044000000  1.275000  0.000759000       66       157.00000
## 1776            NA  2.333333  0.001167000       66       133.33333
## 1777            NA        NA  0.001960000       66       158.00000
## 1778            NA  1.833333  0.001000000       66       142.67333
## 1779            NA        NA           NA       66              NA
## 1780            NA  2.700000  0.001400000       66              NA
## 1781            NA        NA           NA       66              NA
## 1782            NA        NA  0.001656000       66       140.50000
## 1783   0.041000000  1.558333  0.000962000       66              NA
## 1784   0.064000000  1.578333  0.000727000       66       147.25000
## 1785   0.041000000  1.500000  0.001343000       66       147.14286
## 1786   0.063500000        NA  0.000719000       66       165.16667
## 1787   0.062000000        NA  0.001062000       66       166.66667
## 1788            NA  1.800000  0.002717000       66       133.00000
## 1789            NA        NA  0.001715000       66       167.00000
## 1790            NA  2.350000  0.002000000       66              NA
## 1791   0.170000000  1.590000  0.001217000       66       149.83333
## 1792            NA        NA  0.001880000       66              NA
## 1793   0.035000000  1.557500  0.000385000       66       125.25000
## 1794            NA  2.416667  0.003000000       66       149.66667
## 1795   0.041000000  1.588333  0.001333000       66       147.00000
## 1796            NA        NA  0.002357000       66       164.00000
## 1797            NA  1.666667  0.001667000       66       147.66667
## 1798            NA  1.916667  0.001600000       66       142.00000
## 1799   0.170000000  1.922000  0.001240000       66       147.40000
## 1800            NA        NA  0.001212000       66       152.00000
## 1801            NA        NA  0.001460000       66       164.50000
## 1802            NA  2.165000  0.001100000       66       148.50000
## 1803            NA  1.625000  0.001250000       66       136.75000
## 1804            NA        NA  0.001656000       66       140.50000
## 1805            NA        NA  0.000680000       66              NA
## 1806            NA        NA  0.000546000       66              NA
## 1807            NA  3.833333  0.002833000       66       143.66667
## 1808            NA        NA  0.001115000       66       160.50000
## 1809   0.043250000  1.240000  0.000713000       66              NA
## 1810            NA  2.800000  0.001000000       66              NA
## 1811            NA  2.583333  0.003038000       66       140.00000
## 1812            NA  1.416667  0.001333000       66       145.83333
## 1813            NA        NA           NA       66              NA
## 1814            NA  2.192857  0.002030000       66              NA
## 1815            NA  1.666667  0.001667000       66       139.21667
## 1816            NA  2.100000  0.001200000       66       137.00000
## 1817            NA        NA  0.000638000       66              NA
## 1818            NA  2.500000  0.001436000       66       127.40000
## 1819            NA        NA  0.005816000       66       158.00000
## 1820            NA  3.800000  0.001600000       66              NA
## 1821   0.040750000  2.087143  0.001500000       66       139.85714
## 1822            NA        NA  0.001642000       66       160.00000
## 1823            NA  2.700000  0.001440000       66       122.80000
## 1824            NA  1.785714  0.002825000       66       129.00000
## 1825            NA        NA  0.000635000       66       159.00000
## 1826            NA  3.916667  0.013167000       66              NA
## 1827   0.056000000  1.321667  0.000612000       66              NA
## 1828   0.044500000  1.865000  0.000915000       66              NA
## 1829            NA  1.600000  0.000805000       66              NA
## 1830            NA  4.216667  0.001667000       66              NA
## 1831            NA  2.416667  0.002000000       66       121.83333
## 1832            NA  1.584286  0.000726000       66       151.14286
## 1833            NA        NA  0.000733000       66       153.66667
## 1834            NA  3.216667  0.001500000       66              NA
## 1835            NA  2.971429  0.003487000       66       140.00000
## 1836            NA  1.916667  0.001833000       66       130.71667
## 1837            NA  1.600000  0.001500000       66       143.83333
## 1838   0.085500000        NA  0.001223000       66       158.00000
## 1839            NA  1.700000  0.001400000       66       143.20000
## 1840            NA        NA  0.001495000       66       166.50000
## 1841            NA        NA           NA       66              NA
## 1842   0.040500000  1.726250  0.000324000       66       138.20000
## 1843   0.072290000        NA  0.001641000       66              NA
## 1844            NA  2.250000  0.001842000       66       131.66667
## 1845            NA  1.583333  0.001000000       66       139.83333
## 1846   0.041000000  1.308571  0.000770000       66       150.14286
## 1847            NA  3.000000  0.002667000       66       142.16667
## 1848            NA  3.083333  0.002000000       66       129.83333
## 1849            NA  1.725000  0.001732000       66              NA
## 1850            NA  1.500000  0.001318000       66       146.16667
## 1851            NA  1.806667  0.001657000       20       247.00000
## 1852            NA  3.821667  0.000940000       20       176.50000
## 1853            NA  3.101667  0.004417000       20       207.00000
## 1854            NA  5.071000  0.018600000       20              NA
## 1855            NA  2.833333  0.002500000       20       189.50000
## 1856            NA  4.000000  0.001500000       20       177.00000
## 1857            NA  2.785714  0.001571000       20       194.00000
## 1858            NA  3.515000  0.007667000       20              NA
## 1859            NA  3.421429  0.010406000       20              NA
## 1860            NA  3.833333  0.001833000       20       199.00000
## 1861            NA  2.875000  0.001750000       20       173.00000
## 1862            NA  1.890000  0.001352000       20       200.83333
## 1863            NA  3.200000  0.005163000       20       194.60000
## 1864            NA  4.100000  0.003608000       20       197.80000
## 1865            NA  3.196000  0.000960000       20       199.80000
## 1866            NA  5.500000  0.000800000       20       164.00000
## 1867            NA  3.650000  0.012500000       20              NA
## 1868            NA  3.916667  0.003000000       20       212.83333
## 1869            NA  4.442857  0.004429000       20              NA
## 1870            NA        NA  0.000805000       20       177.00000
## 1871            NA  2.121667  0.001690000       20              NA
## 1872            NA  4.285714  0.003286000       20       188.14286
## 1873            NA  2.333333  0.003500000       20       192.66667
## 1874   0.220000000  3.000000  0.002750000       20       199.20000
## 1875            NA  3.311667  0.001450000       20       199.66667
## 1876            NA  1.000000  0.001666000       20       176.60000
## 1877            NA  2.820000  0.001116000       20       219.00000
## 1878            NA  3.571429  0.003811000       20       187.42857
## 1879            NA  1.930000  0.002094000       20       172.00000
## 1880            NA  3.083333  0.002833000       20       206.66667
## 1881            NA  1.470000  0.001566000       20       252.00000
## 1882   0.200000000  3.200000  0.006200000       20       204.20000
## 1883            NA  3.336000  0.001500000       20       195.40000
## 1884            NA  2.333333  0.001227000       20              NA
## 1885            NA  3.581250  0.007000000       20              NA
## 1886            NA  3.571429  0.004000000       20       217.71429
## 1887   0.190000000  3.416667  0.002400000       20       188.00000
## 1888            NA  3.616667  0.005039000       20              NA
## 1889            NA  3.083333  0.003500000       20       190.66667
## 1890            NA  2.170000  0.001053000       20              NA
## 1891            NA  5.151667  0.011682000       20              NA
## 1892            NA  2.050000  0.001512000       20       218.33333
## 1893            NA  2.950000  0.005077000       20              NA
## 1894            NA  3.013333  0.001762000       20              NA
## 1895            NA  3.500000  0.003500000       20       190.83333
## 1896            NA  3.226667  0.001693000       20       184.50000
## 1897            NA  2.880000  0.011800000       20              NA
## 1898            NA  1.566667  0.000897000       20       221.66667
## 1899            NA  3.416667  0.004458000       20       172.66667
## 1900            NA  3.666667  0.006617000       20       187.75000
## 1901            NA  2.525000  0.001075000       20              NA
## 1902            NA        NA  0.000860000       20       221.00000
## 1903            NA  2.831667  0.002370000       20       186.16667
## 1904            NA  3.666667  0.005168000       20       190.83333
## 1905            NA  1.866667  0.001942000       20       192.33333
## 1906            NA  1.700000  0.000510000      130              NA
## 1907            NA  2.100000  0.001200000      130        75.70000
## 1908            NA  1.574286  0.001071000      130        99.35714
## 1909            NA  1.504000  0.000587000      130              NA
## 1910            NA  2.550000  0.002500000      130              NA
## 1911            NA  2.750000  0.001000000      130        84.50000
## 1912            NA  2.000000  0.001400000      130              NA
## 1913            NA  1.791667  0.001333000      130              NA
## 1914            NA  1.775000  0.000417000      130        70.50000
## 1915            NA  2.000000  0.001000000      130              NA
## 1916            NA  1.316667  0.000688000      130       113.16667
## 1917            NA  1.583333  0.000302000      130        49.00000
## 1918   0.014000000  1.370000  0.000637000      130        76.50000
## 1919            NA  1.666667  0.001000000      130        63.83333
## 1920            NA        NA           NA      130              NA
## 1921            NA  1.250000  0.000303000      130        92.75000
## 1922            NA  1.200000  0.000378000      130        69.20000
## 1923            NA  1.500000  0.001143000      130       106.35714
## 1924            NA  1.400000  0.001143000      130       100.42857
## 1925            NA  1.750000  0.001000000      130        93.16000
## 1926            NA        NA           NA      130              NA
## 1927            NA  2.000000  0.000510000      130        76.66667
## 1928            NA        NA           NA      130              NA
## 1929            NA  1.785714  0.001000000      130        74.71429
## 1930            NA  2.400000  0.001250000      130        71.84000
## 1931            NA  1.740000  0.000275000      130              NA
## 1932            NA  1.455000  0.000600000      130        87.51667
## 1933            NA  1.400000  0.001040000      130       101.00000
## 1934            NA  1.600000  0.000800000      130        90.80000
## 1935            NA  2.526667  0.001322000      130              NA
## 1936            NA  2.142857  0.003333000      130              NA
## 1937            NA  1.600000  0.001917000      130              NA
## 1938            NA  1.900000  0.001000000      130        78.80000
## 1939            NA  1.700000  0.001600000      130        75.20000
## 1940            NA  2.000000  0.001000000      130        96.25000
## 1941            NA  1.614286  0.001167000      130        90.51429
## 1942            NA  3.250000  0.001167000      130        57.66667
## 1943            NA  1.750000  0.001500000      130        87.83333
## 1944            NA  2.347143  0.000833000      130        61.87143
## 1945            NA        NA           NA      130              NA
## 1946            NA        NA           NA      130              NA
## 1947            NA  1.500000  0.001348000      130       113.00000
## 1948            NA  1.281667  0.000822000      130        98.35556
## 1949            NA  1.800000  0.001000000      130        58.20000
## 1950   0.104000000  1.000000  0.001236000      130              NA
## 1951            NA        NA           NA      130              NA
## 1952            NA  1.837143  0.000940000      130       107.30000
## 1953            NA  3.571429  0.001143000      130        63.14286
## 1954            NA  1.666667  0.001000000      130              NA
## 1955            NA  1.875000  0.001000000      130              NA
## 1956   0.014000000        NA           NA      130              NA
## 1957            NA  2.121429  0.001306000      130              NA
## 1958            NA  1.906667  0.000790000      130        93.33333
## 1959            NA  1.511667  0.000680000      130        95.15000
## 1960            NA  1.487143  0.000933000       50              NA
## 1961            NA  1.376667  0.000385000       50       272.00000
## 1962            NA  1.388889  0.001000000       50       274.55556
## 1963            NA  1.582857  0.000583000       50       277.42857
## 1964            NA  1.881429  0.001460000       50              NA
## 1965            NA  2.285714  0.002833000       50       260.50000
## 1966            NA  1.918571  0.000917000       50              NA
## 1967            NA  1.601667  0.000733000       50       265.28571
## 1968            NA  1.110000  0.000976000       50       340.25000
## 1969            NA  1.875000  0.001333000       50       271.87500
## 1970   0.014000000        NA  0.000952000       50       295.00000
## 1971            NA  1.875000  0.002750000       50       263.00000
## 1972            NA        NA  0.000634000       50       292.57143
## 1973            NA  2.050000  0.001500000       50              NA
## 1974            NA  1.350000  0.000604000       50       288.60000
## 1975   0.014000000        NA  0.000953000       50       300.50000
## 1976            NA  1.075000  0.002760000       50       284.80000
## 1977            NA  2.400000  0.001674000       50       266.00000
## 1978            NA  1.714286  0.002714000       50       280.85714
## 1979            NA  1.833333  0.001667000       50       259.66667
## 1980            NA  2.300000  0.002714000       50       267.20000
## 1981            NA  1.953333  0.003000000       50              NA
## 1982            NA  1.766667  0.002037000       50              NA
## 1983            NA  2.353333  0.002167000       50              NA
## 1984            NA  1.880000  0.001400000       50       245.20000
## 1985            NA  1.148333  0.001333000       50              NA
## 1986            NA        NA           NA       50              NA
## 1987            NA  2.158571  0.001330000       50              NA
## 1988            NA        NA  0.001132000       50       285.50000
## 1989            NA  1.875000  0.002750000       50       262.00000
## 1990            NA  1.746667  0.001240000       50       271.16667
## 1991            NA  1.200000  0.001122000       50              NA
## 1992            NA  1.986000  0.000348000       50       277.80000
## 1993            NA  1.916667  0.001660000       50       260.83333
## 1994            NA  2.000000  0.003000000       50       259.00000
## 1995            NA        NA  0.000810000       50       274.66667
## 1996            NA        NA  0.000610000       50       302.00000
## 1997            NA  1.948000  0.000980000       50       273.40000
## 1998            NA        NA  0.001385000       50       290.16667
## 1999            NA  1.536667  0.000958000       50       273.33333
## 2000            NA  1.083333  0.001167000       50       243.33333
## 2001            NA  2.795000  0.001388000       50              NA
## 2002            NA  1.600000  0.003800000       50              NA
## 2003            NA  1.875000  0.001250000       50       277.25000
## 2004            NA  1.666667  0.001000000       50       255.16667
## 2005            NA  1.500000  0.001547000       50       237.16667
## 2006            NA  1.165000  0.001105000       50              NA
## 2007            NA  1.714286  0.001286000       50       270.57143
## 2008            NA        NA  0.000747000       50       289.00000
## 2009            NA  2.520000  0.002800000       50              NA
## 2010            NA  2.214286  0.001797000       50       265.42857
## 2011            NA  1.866667  0.002368000       50              NA
## 2012            NA  1.583333  0.001000000       50       256.80000
## 2013            NA  2.026000  0.001302000       50       260.80000
## 2014            NA  1.750000  0.001667000       50       267.33333
## 2015            NA  1.500000  0.001333000       50       249.50000
## 2016            NA  1.621429  0.000757000       50       263.57143
## 2017   0.014000000        NA           NA       50              NA
## 2018            NA  2.911250  0.001485000       50       271.75000
## 2019            NA  1.875000  0.000948000       50       186.80000
## 2020   0.016510000  1.511667  0.000693000       50       199.66667
## 2021            NA  1.000000  0.000884000       50       216.80000
## 2022            NA  2.700000  0.001707000       50       230.84286
## 2023            NA  2.783333  0.001909000       50       197.66667
## 2024            NA  1.750000  0.001333000       50       184.66667
## 2025            NA  2.066667  0.002037000       50              NA
## 2026            NA  2.000000  0.001874000       50       196.00000
## 2027            NA  2.118182  0.001273000       50       201.91667
## 2028            NA  1.448333  0.000937000       50       239.16667
## 2029            NA  1.850000  0.004102000       50       227.50000
## 2030   0.004000000  3.007692  0.003199000       50       204.66667
## 2031            NA  1.683333  0.001267000       50       206.00000
## 2032            NA  1.500000  0.001167000       50       202.16667
## 2033   0.609200000  1.504286  0.000957000       50       195.57143
## 2034            NA  1.714286  0.001672000       50       194.37500
## 2035            NA  2.583333  0.002143000       50       185.00000
## 2036            NA  1.780000  0.012820000       50       204.16667
## 2037            NA  2.375000  0.001375000       50       192.00000
## 2038            NA  2.500000  0.001444000       50       156.80000
## 2039            NA  2.833333  0.002300000       50       197.83333
## 2040            NA  2.930769  0.002455000       50       174.16667
## 2041            NA  1.500000  0.001500000       50       192.16667
## 2042            NA  1.433333  0.001049000       50              NA
## 2043            NA  1.133333  0.000762000       50              NA
## 2044            NA  2.126667  0.002271000       50       227.28571
## 2045            NA  2.375000  0.001375000       50       192.00000
## 2046            NA  2.336667  0.003687000       50              NA
## 2047            NA  2.564286  0.006500000       50       191.00000
## 2048            NA  2.763636  0.002111000       50       171.00000
## 2049            NA  1.785714  0.002263000       50       200.71429
## 2050            NA  1.150000  0.000928000       50              NA
## 2051            NA  1.000000  0.000914000       50       201.00000
## 2052            NA  2.400000  0.003111000       50       199.80000
## 2053            NA  2.658889  0.002858000       50       207.50000
## 2054            NA  1.400000  0.001414000       50       241.00000
## 2055            NA  2.083333  0.001636000       50       186.66667
## 2056            NA  2.441176  0.002069000       50       193.60000
## 2057            NA  1.728571  0.000857000       50       207.57143
## 2058            NA  1.551667  0.001447000       50       205.75000
## 2059            NA  1.153333  0.000920000       50       205.00000
## 2060            NA  2.041667  0.001250000       50       196.23077
## 2061            NA  1.405714  0.000884000       50              NA
## 2062            NA  1.400000  0.002000000       50       187.75000
## 2063            NA  1.430000  0.000686000       50       192.75000
## 2064            NA  1.733333  0.000821000       50       199.28571
## 2065            NA  2.100000  0.001400000       50       179.00000
## 2066            NA  1.560000  0.000435000       50       217.00000
## 2067            NA  1.785714  0.001429000       50       203.57143
## 2068            NA  2.421667  0.003583000       50              NA
## 2069            NA  1.657143  0.001314000       50       184.28571
## 2070            NA  1.300000  0.000440000       50              NA
## 2071            NA  1.750000  0.001500000       50       185.33333
## 2072            NA  2.045455  0.001400000       50       200.81818
## 2073            NA  1.143333  0.000850000       50       237.50000
## 2074            NA  2.062500  0.002177000       50       197.14286
## 2075            NA  2.409091  0.001600000       50       191.72727
## 2076            NA  2.208333  0.003000000       50       207.33333
## 2077   0.020000000  2.166667  0.001676000       55       127.44444
## 2078            NA  2.166667  0.001500000       55        93.66667
## 2079            NA  1.541667  0.002800000       55              NA
## 2080            NA  1.750000  0.001500000       55       113.66667
## 2081            NA  1.954545  0.001468000       55       136.09091
## 2082            NA  2.083333  0.001000000       55        89.00000
## 2083   0.020000000  2.166667  0.001676000       55       127.44444
## 2084            NA  2.625000  0.003167000       55              NA
## 2085   0.239000000  1.733333  0.002222000       55       100.83333
## 2086            NA  2.250000  0.001805000       55        96.50000
## 2087            NA  2.333333  0.001500000       55        85.16667
## 2088            NA  1.712000  0.001147000       55              NA
## 2089            NA  2.678571  0.003333000       55              NA
## 2090            NA  2.656250  0.001485000       55              NA
## 2091            NA  2.500000  0.002167000       55       107.85714
## 2092            NA  2.214286  0.001429000       55       105.52857
## 2093            NA        NA  0.001060000       55       105.50000
## 2094            NA        NA           NA       55              NA
## 2095            NA  2.166667  0.001667000       55       115.16667
## 2096            NA        NA  0.000580000       55       135.00000
## 2097            NA  2.366667  0.000665000       55       108.50000
## 2098            NA  2.916667  0.001800000       55        93.83333
## 2099            NA        NA  0.000700000       55       126.00000
## 2100            NA        NA  0.000775000       55       134.50000
## 2101            NA        NA  0.000593000       55        87.66667
## 2102            NA  2.200000  0.001600000       55       114.40000
## 2103            NA  1.785714  0.001571000       55       124.04286
## 2104            NA  2.750000  0.001833000       55       101.00000
## 2105            NA  2.250000  0.002380000       55       129.37500
## 2106            NA  2.703571  0.002869000       55              NA
## 2107            NA  3.714286  0.001714000       55        90.57143
## 2108            NA        NA  0.000390000       55       109.00000
## 2109            NA  2.475000  0.004450000       55              NA
## 2110            NA  2.625000  0.001143000       55        71.75000
## 2111            NA  1.625000  0.003000000       55              NA
## 2112            NA  4.571429  0.001429000       55       113.31429
## 2113            NA  1.897143  0.001157000       55              NA
## 2114   0.200000000  1.600000  0.000730000       55        73.75000
## 2115            NA  1.900000  0.002000000       55       142.66667
## 2116            NA        NA  0.000730000       55        96.00000
## 2117            NA  2.885000  0.001792000       55              NA
## 2118            NA  2.500000  0.004500000       55              NA
## 2119            NA  1.766667  0.002222000       55       119.55556
## 2120            NA  2.725000  0.001716500       55       106.30000
## 2121            NA  3.900000  0.002000000       55        92.40000
## 2122            NA  2.166667  0.001833000       55       104.36667
## 2123            NA  2.000000  0.000600000       55       102.00000
## 2124            NA  2.405556  0.002789000       55              NA
## 2125            NA        NA           NA       55              NA
## 2126            NA  1.600000  0.001078000       55       117.83333
## 2127   0.244000000  2.911667  0.001507000        5       184.83333
## 2128   0.049755000        NA  0.001637000        5       205.00000
## 2129   0.059500000  1.348333  0.001428000        5       178.50000
## 2130   0.025000000  1.990000  0.002225000        5       202.50000
## 2131   0.171500000  2.214286  0.003571000        5       199.28571
## 2132   0.025000000  3.398400  0.006280000        5       182.23077
## 2133   0.132000000  2.233333  0.004467000        5       185.65217
## 2134   0.025000000  4.500000  0.002250000        5       163.61539
## 2135   0.009500000  3.629630  0.007074000        5       184.40000
## 2136            NA  3.075000  0.007949000        5       177.50000
## 2137   0.106666667  4.115385  0.003080000        5       191.72727
## 2138   0.155000000  2.714286  0.002357000        5       168.23077
## 2139            NA        NA  0.002533000        5       178.00000
## 2140            NA        NA           NA        5              NA
## 2141   0.063000000  1.440000  0.000988000        5       193.00000
## 2142   0.099950000  1.663333  0.001213000        5       211.80000
## 2143   0.206000000  2.013043  0.002565000        5       185.25000
## 2144   0.094000000  2.840000  0.004517000        5       177.73077
## 2145   0.225000000  3.931818  0.003037000        5       183.81818
## 2146   0.385000000  2.950000  0.001286000        5       196.40000
## 2147   0.215000000  2.750000  0.001400000        5       174.50000
## 2148   0.005000000  1.525000  0.002500000        5       183.75000
## 2149   0.031666667  3.684211  0.002579000        5       203.26667
## 2150   0.005000000  3.400000  0.004706000        5       184.72727
## 2151   0.067250000        NA  0.000836000        5       190.00000
## 2152   0.153500000  2.145714  0.002689000        5              NA
## 2153            NA  1.566667  0.000943000        5       219.00000
## 2154   0.385000000  2.886364  0.003905000        5       171.40909
## 2155   0.286200000  2.346154  0.003769000        5       189.00000
## 2156   0.307500000  2.466667  0.002111000        5       189.80000
## 2157   0.218866667  2.645000  0.000800000        5       203.00000
## 2158   0.054000000  1.950000  0.001303000        5       192.00000
## 2159   0.347000000        NA  0.001124000        5       185.33333
## 2160   0.183250000  3.373750  0.001418000        5       199.62500
## 2161   0.054000000  2.028571  0.001053000        5       214.85714
## 2162   0.062500000  1.650000  0.001107000        5       183.16667
## 2163   0.020500000  3.819500  0.007350000        5       186.00000
## 2164   0.097750000  3.224138  0.002206000        5       174.13793
## 2165   0.062500000  1.533333  0.001147000        5       200.00000
## 2166   0.031666667  2.163158  0.003158000        5       196.62500
## 2167   0.106450000  1.572000  0.001592000        5       222.00000
## 2168   0.180000000  2.800000  0.001636000        5       190.72727
## 2169   0.385000000  2.851667  0.001600000        5       192.16667
## 2170   0.105875000  1.700000  0.002168000        5       206.00000
## 2171   0.007875000  2.687586  0.005241000        5       174.81818
## 2172   0.072333333  3.020833  0.003273000        5       207.11765
## 2173   0.238571429  2.461538  0.002000000        5       175.15385
## 2174   0.003500000  2.923077  0.004091000        5       183.00000
## 2175   0.004000000  4.476333  0.008168000        5       185.00000
## 2176   0.062500000  1.600000  0.001093000        5       200.83333
## 2177   0.046142857  2.687500  0.003708000        5       183.22222
## 2178   0.153500000  2.660000  0.002957000        5              NA
## 2179   0.011000000  3.321154  0.006530000        5       192.75000
## 2180            NA        NA  0.000880000        5              NA
## 2181   0.014666667  2.760417  0.003543000        5       185.30769
## 2182   0.150000000  2.930000  0.001166000        5              NA
## 2183   0.180000000  2.857143  0.003000000        5       174.57143
## 2184            NA        NA  0.001947000        5       201.50000
## 2185            NA  2.806667  0.000905000        5       188.66667
## 2186   0.002500000  2.570588  0.006313000        5       180.80000
## 2187   0.051000000  2.300000  0.001203000        5              NA
## 2188   0.054000000  1.983333  0.002233000        5       182.16667
## 2189   0.050000000  2.148148  0.003845000        5       165.70370
## 2190   0.038000000  2.934783  0.005993000        5       184.35000
## 2191   0.153500000  2.247143  0.001244000        5              NA
## 2192   0.054000000  1.916667  0.002608000        5       193.33333
## 2193   0.059500000        NA  0.001440000        5       195.00000
## 2194   0.190500000  4.250000  0.003857000        5       177.00000
## 2195   0.030000000  2.940000  0.006059000        5       185.42857
## 2196   0.002380000        NA  0.001285000        5       194.50000
## 2197   0.050500000  3.295455  0.004244000        5       180.95454
## 2198   0.054500000  1.783333  0.000822000        5       195.16667
## 2199   0.236500000  1.944000  0.002033000        5       192.16667
## 2200   0.066250000  1.976667  0.003283000       70       169.33333
## 2201   0.060625000  3.593333  0.005800000       70       126.13333
## 2202            NA  6.454545  0.015444000       70       234.00000
## 2203            NA  6.568182  0.023000000       70       234.00000
## 2204   0.030000000  2.375000  0.010250000       70       251.58333
## 2205            NA  3.750000  0.014000000       70              NA
## 2206            NA  3.931818  0.015600000       70       216.00000
## 2207   0.034400000        NA  0.002570000       70       217.50000
## 2208            NA  3.937500  0.014166667       70              NA
## 2209   0.034410000        NA           NA       70              NA
## 2210   0.005000000  3.893750  0.010185000       70       235.90000
## 2211   0.026000000  1.976000  0.001933000       70       197.50000
## 2212            NA  2.833333  0.006667000       70       154.00000
## 2213            NA  5.800000  0.011364000       70       193.66667
## 2214   1.328100000  2.263333  0.002672000       70       177.66667
## 2215   0.671000000  2.230000  0.002042000       70       127.60000
## 2216            NA  1.750000  0.001870000       70       187.33333
## 2217   0.020000000  2.166667  0.008000000       70       226.50000
## 2218   0.025000000  3.392857  0.010019000       70       211.54546
## 2219   0.586000000  2.954545  0.007906000       70       190.62500
## 2220            NA  3.783333  0.015750000       70       240.91667
## 2221   0.026000000  2.500000  0.004180000       70        91.00000
## 2222            NA  4.006667  0.007636000       70       203.00000
## 2223   0.047000000        NA  0.002025000       70       198.00000
## 2224            NA  3.850000  0.009124000       70       188.83333
## 2225   0.026000000        NA  0.000960000       70       135.00000
## 2226            NA  2.750000  0.012250000       70       239.50000
## 2227   0.030000000        NA  0.001000000       70       174.00000
## 2228   0.025000000  3.156250  0.008500000       70       176.73333
## 2229   0.020000000  2.884615  0.010538000       70       207.30769
## 2230            NA  2.980000  0.018300000       70       203.60000
## 2231   0.240000000  2.409091  0.010456000       70       228.62500
## 2232   0.095828571  2.255000  0.004455000       70              NA
## 2233   0.034435000        NA  0.001960000       70       216.00000
## 2234            NA  3.190909  0.010046000       70       237.40000
## 2235   0.027500000  2.833333  0.011111000       70       228.87500
## 2236   0.026000000  3.040000  0.002364000       70              NA
## 2237   0.026000000        NA  0.002015000       70       153.50000
## 2238            NA  3.915789  0.017429000       70       267.00000
## 2239   0.004500000  4.007143  0.008971000       70       214.66667
## 2240   0.025000000  3.000000  0.014182000       70       204.45454
## 2241   0.024500000  2.025000  0.001443000       70       169.00000
## 2242   0.025000000  3.208333  0.011818000       70       207.81818
## 2243            NA  2.944444  0.016222000       70       208.33333
## 2244   0.030000000  3.541667  0.006000000       70       150.83333
## 2245            NA  1.950000  0.000615000       70              NA
## 2246            NA  3.550000  0.012714000       70              NA
## 2247   0.026000000  2.328571  0.001727000       70       156.28571
## 2248   0.400000000  2.823529  0.012857000       70       238.47059
## 2249   1.651500000  4.195714  0.004050000       70              NA
## 2250            NA  2.166667  0.002153000       70       139.50000
## 2251   0.025000000  3.454545  0.017727000       70       204.18182
## 2252   0.047000000        NA  0.002105000       70       155.50000
## 2253   1.617500000  2.314000  0.004700000       70       138.20000
## 2254            NA  5.593333  0.017636000       70              NA
## 2255   0.025000000  4.038462  0.018665000       70       286.40000
## 2256            NA  6.877273  0.017222000       70       234.00000
## 2257   0.017260000        NA  0.002395000       70       278.00000
## 2258   0.004000000  3.513333  0.010273000       70       264.00000
## 2259            NA  3.000000  0.019900000       70       279.00000
## 2260   0.500000000  4.000000  0.005000000       70       134.90000
## 2261   0.030000000  3.346154  0.008692000       70       188.07692
## 2262            NA  3.750000  0.014000000       70              NA
## 2263            NA  3.675000  0.006867000       70       169.20000
## 2264            NA  4.222222  0.013667000       70              NA
## 2265   0.034400000        NA           NA       70              NA
## 2266            NA  4.065834  0.007928000       70       203.00000
## 2267            NA  3.727273  0.015182000       70       210.49091
## 2268   1.108500000  2.182000  0.006300000       70       151.40000
## 2269            NA  3.500000  0.012314000       70       210.50000
## 2270            NA  2.300000  0.003250000       70       168.00000
## 2271            NA  1.685000  0.000928000       70       198.83333
## 2272            NA  1.642857  0.001269000       70       197.42857
## 2273            NA  2.583333  0.001000000       70       133.33333
## 2274            NA        NA  0.000480000       70       189.66667
## 2275            NA  1.502000  0.000594000       70              NA
## 2276            NA  2.000000  0.001600000       70       179.20000
## 2277            NA  1.816667  0.002167000       70       189.00000
## 2278            NA  1.663333  0.001183000       70       184.50000
## 2279            NA  1.100000  0.001167000       70       159.16667
## 2280            NA  3.000000  0.002833000       70       149.00000
## 2281            NA  1.703333  0.001817000       70       167.16667
## 2282            NA  3.333333  0.013842000       70       206.16667
## 2283            NA  4.031000  0.017054000       70              NA
## 2284            NA  1.833333  0.001833000       70              NA
## 2285            NA  1.916667  0.001333000       70       167.66667
## 2286            NA  1.282857  0.000533000       70              NA
## 2287            NA  2.125000  0.015517000       70              NA
## 2288            NA  1.066667  0.000658000       70              NA
## 2289            NA  1.755556  0.006098000       70              NA
## 2290   0.004000000  4.321000  0.013890000       70              NA
## 2291            NA  5.375000  0.003500000       70              NA
## 2292            NA  2.333333  0.001667000       70              NA
## 2293            NA  2.914286  0.006857000       70              NA
## 2294            NA  1.765000  0.001375000       70       185.50000
## 2295            NA  1.300000  0.000374000       70              NA
## 2296            NA  2.187500  0.007730000       70       187.37500
## 2297            NA  2.550000  0.005768000       70              NA
## 2298            NA  2.166667  0.004000000       70       174.16667
## 2299            NA  2.650000  0.004280000       70       173.60000
## 2300            NA  2.253333  0.002100000       70       196.50000
## 2301            NA  2.214286  0.001286000       70              NA
## 2302            NA  1.392857  0.000524000       70       143.66667
## 2303            NA  2.666667  0.002000000       70       143.48333
## 2304            NA  1.283333  0.001333000       70       158.83333
## 2305            NA  1.238333  0.000587000       70              NA
## 2306            NA        NA  0.000585000       70       180.66667
## 2307            NA        NA  0.000645000       70       132.00000
## 2308            NA  1.700000  0.000670000       70       150.00000
## 2309            NA  3.333333  0.003333000       70       177.60000
## 2310            NA  1.875000  0.001750000       70       153.75000
## 2311            NA  2.333333  0.002600000       70       139.00000
## 2312            NA  1.700000  0.001500000       70       174.20000
## 2313            NA  2.065000  0.003817000       70       189.66667
## 2314            NA  1.351667  0.000465000       70       168.83333
## 2315            NA  2.000000  0.005261000       70       193.85714
## 2316            NA        NA  0.000373000       70       169.28571
## 2317            NA  1.333333  0.001072000       70       154.80000
## 2318            NA        NA  0.000610000       70       180.00000
## 2319            NA  1.493333  0.000713000       70              NA
##      ammonical_nitrogen_mean dissolved_oxygen_mean hardness_mean nitrate_mean
## 1                  0.3431430              9.885714            NA           NA
## 2                         NA                    NA            NA           NA
## 3                         NA                    NA            NA           NA
## 4                  0.9000000             10.514286            NA           NA
## 5                         NA                    NA            NA           NA
## 6                         NA                    NA            NA           NA
## 7                  0.5644440              9.125000            NA           NA
## 8                  0.1820000             10.340000     328.20000           NA
## 9                  0.0965000             10.783333     361.75000           NA
## 10                 0.2344290              8.500000     378.14286           NA
## 11                 0.4320000                    NA     314.66667           NA
## 12                        NA                    NA            NA           NA
## 13                        NA                    NA            NA           NA
## 14                 0.5700000             10.070000            NA           NA
## 15                 0.5600000                    NA            NA           NA
## 16                 0.2000590             10.518750     370.18182           NA
## 17                 0.3103330             11.558333     325.12500           NA
## 18                        NA                    NA            NA           NA
## 19                        NA                    NA            NA           NA
## 20                 0.0742000             10.150000     377.20000           NA
## 21                 0.1388330             10.120000     350.50000     8.588750
## 22                        NA                    NA            NA           NA
## 23                        NA                    NA            NA           NA
## 24                 0.4085000             11.600000     395.00000           NA
## 25                        NA                    NA            NA           NA
## 26                        NA                    NA            NA           NA
## 27                        NA                    NA            NA           NA
## 28                 0.7462500             10.466667            NA           NA
## 29                        NA                    NA            NA           NA
## 30                        NA                    NA            NA           NA
## 31                 0.7562500             10.900000            NA           NA
## 32                 0.6266670             11.122222            NA           NA
## 33                 0.1778750             10.187500     304.12500           NA
## 34                 0.5400000             10.662500            NA           NA
## 35                        NA                    NA            NA           NA
## 36                        NA                    NA            NA           NA
## 37                 0.7057140                    NA            NA           NA
## 38                        NA                    NA            NA           NA
## 39                        NA                    NA            NA           NA
## 40                 0.9125000                    NA            NA           NA
## 41                 0.6420000             10.680000            NA           NA
## 42                 0.2685000             12.270000     325.00000     9.620500
## 43                        NA                    NA            NA           NA
## 44                        NA                    NA            NA           NA
## 45                        NA                    NA            NA           NA
## 46                        NA                    NA            NA           NA
## 47                        NA                    NA            NA           NA
## 48                 0.4060000              9.866667            NA           NA
## 49                 0.3038890             10.411111     320.44444           NA
## 50                        NA                    NA            NA           NA
## 51                 0.8675000                    NA            NA           NA
## 52                        NA                    NA            NA           NA
## 53                 0.9866670                    NA     314.66667           NA
## 54                 0.6395710             11.085714            NA           NA
## 55                        NA                    NA            NA           NA
## 56                 0.5788890             11.311111            NA           NA
## 57                 0.6188890             12.100000     348.00000           NA
## 58                 0.7294550             10.900000            NA           NA
## 59                        NA                    NA            NA           NA
## 60                 0.5603330             10.900000     342.66667           NA
## 61                 1.1480000                    NA            NA           NA
## 62                        NA                    NA            NA           NA
## 63                 1.1422220                    NA            NA           NA
## 64                 0.5638890             11.762500     404.00000           NA
## 65                        NA                    NA            NA           NA
## 66                 0.4237500              9.875000            NA           NA
## 67                        NA                    NA            NA           NA
## 68                        NA                    NA            NA           NA
## 69                        NA                    NA            NA           NA
## 70                 0.5866670                    NA            NA           NA
## 71                 0.2322977             10.913690     346.58929           NA
## 72                 0.2225477             11.545238     340.08730           NA
## 73                 0.3577270              8.300000            NA           NA
## 74                 0.3580000             10.040000     374.00000           NA
## 75                 0.2328213             10.215476     348.07143           NA
## 76                 0.2015000             12.250000     376.83333           NA
## 77                 0.3783330                    NA            NA           NA
## 78                 0.2414443              8.630000     355.86667           NA
## 79                 0.2579223              8.552222     360.54444           NA
## 80                 0.5083330                    NA            NA           NA
## 81                 0.6822860              6.137500     319.40000           NA
## 82                 0.1511430              7.947143            NA    13.061143
## 83                 0.2335333              9.421111     348.50000           NA
## 84                 0.2260317              9.992064     347.97619           NA
## 85                 0.1641670             12.933333     337.16667     7.948333
## 86                 0.2105000             11.280000     367.33333           NA
## 87                 0.3808335              9.970000     370.66667           NA
## 88                 0.2726000              8.540000     360.20000           NA
## 89                 0.2240000             11.480000     365.00000           NA
## 90                 0.3060000             11.370000     365.00000    12.900000
## 91                 1.7344645              6.805357            NA           NA
## 92                 0.8466670                    NA            NA           NA
## 93                 0.2391595              8.745428     325.46875    10.812364
## 94                 1.6316670              9.620000            NA           NA
## 95                 0.6511250              7.422222     328.33333           NA
## 96                 0.6604287              6.786574     324.18889           NA
## 97                 0.3884447              9.946667     369.55556           NA
## 98                 0.5649165             12.056667     379.90000           NA
## 99                 0.1320000             12.125000     359.50000    10.360000
## 100                0.5583330                    NA            NA           NA
## 101                0.2916253             11.233928     382.91071           NA
## 102                0.2257223             11.485714     337.26190           NA
## 103                0.4600000                    NA            NA           NA
## 104                0.2874000              9.220000     352.00000           NA
## 105                0.6628570              8.685714            NA           NA
## 106                0.1705000             10.015455     332.58333    11.390000
## 107                0.5458330             12.233333     380.00000           NA
## 108                0.3631430              7.850000     377.50000           NA
## 109                0.6835710             12.344444            NA           NA
## 110                1.4675000              9.185714            NA           NA
## 111                0.6771430              7.600000            NA           NA
## 112                0.3104335              8.218333     350.26667           NA
## 113                0.1900000             12.000000     373.00000           NA
## 114                0.2383330             12.280000     363.33333    10.700000
## 115                0.2937500             13.125000            NA     9.302500
## 116                0.4984050              7.208334     343.06667           NA
## 117                0.5320000                    NA            NA           NA
## 118                0.5629165             12.233333     375.16667           NA
## 119                       NA                    NA            NA           NA
## 120                1.6498330              7.116667     318.00000           NA
## 121                0.2847270             11.272727     346.20000           NA
## 122                0.2651223              8.632222     360.74444           NA
## 123                0.3900667              9.866667     365.91667           NA
## 124                0.2385417             10.500000     347.79167           NA
## 125                0.2305060             11.401190     343.95040           NA
## 126                0.3522220             11.039683     382.82540           NA
## 127                0.1518000             11.424000            NA     9.130000
## 128                0.3119890             11.441667     356.43939    11.125238
## 129                0.3064550             10.433333            NA           NA
## 130                0.2318570             10.466667     360.28571           NA
## 131                0.6543215              6.394444     331.73333           NA
## 132                0.2323270              9.761587     348.07143           NA
## 133                0.1146000              9.688000     335.00000     9.616000
## 134                0.2487223              8.552222     359.81111           NA
## 135                0.3920000             11.800000            NA           NA
## 136                0.2287677             10.143453     348.39286           NA
## 137                0.5728570             11.580000            NA           NA
## 138                0.2500000             11.733333            NA     9.120000
## 139                0.2690445              9.890000     345.90074    11.798364
## 140                0.4766670              5.516667            NA           NA
## 141                0.2362630              8.612857     325.93750    10.962000
## 142                0.5585553             12.115555     379.93333           NA
## 143                0.2406670              7.929000     326.56667    10.905889
## 144                0.2389777              8.990000     352.33333           NA
## 145                0.1785380             12.125833     350.58333    10.996667
## 146                0.2092500             12.450000     377.83333           NA
## 147                0.2785000              8.561667            NA    12.326667
## 148                0.2726000              8.540000     360.20000           NA
## 149                1.1000000                    NA            NA           NA
## 150                0.6975000              8.933333     386.00000           NA
## 151                0.4282500              9.955555     340.16667           NA
## 152                0.6708157              6.358333     321.21111           NA
## 153                0.4005710              8.485714     338.85714           NA
## 154                0.2285000             10.825000     366.50000           NA
## 155                0.2307500             11.097500     375.50000           NA
## 156                0.3822917             10.214167     373.33333           NA
## 157                0.2466250             10.700000     350.00000           NA
## 158                0.4633330                    NA            NA           NA
## 159                0.2350000              9.572727     370.66667           NA
## 160                0.2931000              8.860000     358.97500           NA
## 161                0.3339583             11.100595     383.16071           NA
## 162                1.3414290              7.685714            NA           NA
## 163                0.6495000              7.111111     326.58333           NA
## 164                0.1441670             10.643333     320.33333    13.700000
## 165                1.8760000              6.920000            NA           NA
## 166                0.3644170             11.800000     335.36364     9.078571
## 167                0.2340557             11.269048     337.37302           NA
## 168                0.2214165             10.750000     360.83333           NA
## 169                0.2611670              8.190000     329.53333    10.877778
## 170                0.6630240              6.254630     321.15556           NA
## 171                0.4666670                    NA            NA           NA
## 172                0.3230000             11.137143     383.36190           NA
## 173                       NA                    NA            NA           NA
## 174                0.3786000             10.374667     375.60000           NA
## 175                0.3176920             11.441667     355.54546    10.973333
## 176                0.2697890             10.250000     347.62500    12.124000
## 177                0.0468330             11.210000     201.83333     2.980000
## 178                0.0466670             12.066667     185.40000     2.538000
## 179                0.0797140             12.014286            NA     2.815714
## 180                0.1184290             10.034286            NA     2.575714
## 181                0.0633000             10.844444     198.00000           NA
## 182                0.1212500                    NA     194.40000           NA
## 183                0.0360000             11.300000            NA     2.496667
## 184                0.0673330             10.543333            NA     2.921667
## 185                0.1444440                    NA     193.80000           NA
## 186                0.0841430             10.031429     205.28571     2.954286
## 187                0.0516670              9.861667            NA     3.108333
## 188                0.0606670             10.941667     202.66667           NA
## 189                0.0610910             11.527273     187.54546           NA
## 190                0.0461670              9.458333     204.80000     2.466667
## 191                0.0520670             11.266667            NA     3.200000
## 192                0.0310000             11.400000     181.50000     2.778000
## 193                0.1148610                    NA     186.00000           NA
## 194                0.0708330             11.254545     217.60000           NA
## 195                0.0460000              9.096667     193.25000     2.518000
## 196                0.0570000             10.200000            NA     2.230000
## 197                0.0730770             12.700000     194.33333           NA
## 198                0.0450000                    NA     208.00000           NA
## 199                0.0853850                    NA     203.50000           NA
## 200                0.0477140             11.042857            NA     2.978571
## 201                0.1128570                    NA     190.66667           NA
## 202                0.0941820             11.963636     203.20000           NA
## 203                0.0711670             12.533333     180.00000     3.543333
## 204                0.0957500             11.433333     183.50000           NA
## 205                0.0690000             11.700000            NA     3.153333
## 206                0.0815830             12.766667     218.00000           NA
## 207                0.0583750             10.661667     192.42857     3.334286
## 208                0.0901670             11.950000            NA     2.575000
## 209                0.0618130             10.792308     195.92308           NA
## 210                0.0461670             11.466667     196.14286     2.703333
## 211                0.0621670             10.936364     204.00000           NA
## 212                0.0697140             10.074286            NA     2.637143
## 213                0.0755560             11.672727     197.20000           NA
## 214                0.0521500             12.633333            NA     3.178333
## 215                0.0360000             10.000000            NA     2.534000
## 216                       NA                    NA            NA           NA
## 217                0.0763640             12.625000     196.66667           NA
## 218                       NA                    NA            NA           NA
## 219                0.0800000              8.550000     172.20000           NA
## 220                0.0960000             12.180000     193.33333           NA
## 221                0.0820000                    NA            NA           NA
## 222                       NA                    NA            NA           NA
## 223                0.0520000             12.700000     186.66667     3.336667
## 224                0.0430000             11.266667            NA     2.532857
## 225                0.0573330             12.955556     175.55556           NA
## 226                0.1415970                    NA     193.02500           NA
## 227                0.1140000                    NA     202.20000           NA
## 228                0.0735000             10.856667     191.16667     2.960000
## 229                0.0305000             10.875000     206.66667     2.700000
## 230                0.0900000                    NA            NA           NA
## 231                0.0600000              9.833333     191.00000           NA
## 232                0.0554860             10.475714            NA     3.155714
## 233                0.0637860             12.384615     192.76923           NA
## 234                0.0518330             11.583333            NA     2.578333
## 235                0.0725000             11.500000     201.00000           NA
## 236                0.0675000             14.266667     196.66667           NA
## 237                0.0600770             10.730769     192.00000           NA
## 238                0.0740770             10.984615     196.53846           NA
## 239                0.0960000              9.888000            NA     2.730000
## 240                0.1300000             10.966667     205.83333           NA
## 241                0.0540000             11.200000     199.66667     3.683333
## 242                0.0516360             10.860000     190.72727           NA
## 243                0.0487780             10.090909     188.11111     3.057833
## 244                0.0956140             10.125714            NA     2.955714
## 245                0.1175000                    NA     186.00000           NA
## 246                0.0860000                    NA            NA           NA
## 247                0.0559170             10.250000     188.75000           NA
## 248                0.0553330             10.298333            NA     2.828333
## 249                0.0900000                    NA            NA           NA
## 250                0.0542860             11.721429     180.35714           NA
## 251                0.1001925                    NA     202.60714           NA
## 252                0.0310000             10.550000            NA     2.408333
## 253                0.1054170             11.772727     197.09091           NA
## 254                0.1065740                    NA     186.00000           NA
## 255                0.0644290             10.076923     175.00000           NA
## 256                0.0606670             12.050000            NA     2.845000
## 257                0.0802000             11.080000     203.20000           NA
## 258                0.0518750             11.222222     188.50000     3.345000
## 259                0.0566670             11.200000     207.11111           NA
## 260                       NA                    NA            NA           NA
## 261                       NA                    NA            NA           NA
## 262                0.0653330              9.843333            NA     0.928333
## 263                       NA                    NA            NA           NA
## 264                0.0393330             10.401667            NA     0.819167
## 265                       NA                    NA            NA           NA
## 266                       NA                    NA            NA           NA
## 267                0.0550000             12.100000            NA           NA
## 268                       NA                    NA            NA           NA
## 269                0.1320000             12.200000            NA           NA
## 270                       NA                    NA            NA           NA
## 271                       NA                    NA            NA           NA
## 272                0.1277500             12.350000      79.22500     1.300000
## 273                0.0410000             11.066667            NA           NA
## 274                0.0477140             10.951429     102.10000     1.001000
## 275                       NA                    NA            NA           NA
## 276                0.1614170             12.466667            NA           NA
## 277                0.0326000             11.062000            NA     0.929800
## 278                       NA                    NA            NA           NA
## 279                0.1090000             12.680000            NA           NA
## 280                0.1056000             11.580000      81.28000     1.480800
## 281                0.0501670             12.083333            NA     1.461000
## 282                       NA                    NA            NA           NA
## 283                       NA                    NA            NA           NA
## 284                0.0732860             11.535714     105.18333     1.284286
## 285                0.0648000             12.040000      84.34000     1.530000
## 286                0.0904000             13.460000      97.46000           NA
## 287                       NA                    NA            NA           NA
## 288                0.0420000             10.910000      91.25714     1.034714
## 289                0.0480000             10.533333     102.95000     1.279000
## 290                       NA                    NA            NA           NA
## 291                       NA                    NA            NA           NA
## 292                0.0445830             11.750000            NA     1.830000
## 293                0.1296000             12.200000     101.00000           NA
## 294                0.0458330             10.991667      97.75000     1.346667
## 295                0.0425860             10.492857            NA     1.036000
## 296                       NA                    NA            NA           NA
## 297                       NA                    NA            NA           NA
## 298                0.0816670             12.605000      93.23333           NA
## 299                0.0763330             11.400000            NA           NA
## 300                0.0400000             10.920000            NA           NA
## 301                0.0626000             12.420000      88.32000     1.294800
## 302                0.0800000             10.533333     123.66667           NA
## 303                       NA                    NA            NA           NA
## 304                       NA                    NA            NA           NA
## 305                0.0365000              9.886667     104.06667     0.770667
## 306                       NA                    NA            NA           NA
## 307                       NA                    NA            NA           NA
## 308                0.0721250             11.462500            NA     1.361375
## 309                0.0300000             10.710000     116.25000           NA
## 310                0.0400000             11.533333            NA           NA
## 311                1.2435000             11.346429     330.89286           NA
## 312                1.2428570              7.450000     350.85000           NA
## 313                1.4019260              9.600000     313.20000           NA
## 314                0.2082760             12.579310     351.22222           NA
## 315                0.1916670              9.424000     323.83333     8.659000
## 316                0.8047140              8.337143     286.60000     8.512857
## 317                0.6182000             10.248000     362.40000     9.000000
## 318                0.2593330             10.680000     322.66667    10.600000
## 319                0.2920000             11.147826     350.65217           NA
## 320                0.1016670              9.658000            NA           NA
## 321                0.1475000              8.668333     318.16667           NA
## 322                       NA                    NA            NA           NA
## 323                1.1731670             11.435000     273.50000     8.210000
## 324                       NA                    NA            NA           NA
## 325                1.6348150             12.323077     339.53846           NA
## 326                0.0668000              9.858000     342.40000     8.008000
## 327                0.3223330             10.165000     352.83333           NA
## 328                2.7583330              7.300000     324.26316           NA
## 329                1.4119350              6.686111     303.85294           NA
## 330                0.1620000             11.280000     344.40000           NA
## 331                1.7838750              9.976923     335.47619           NA
## 332                0.7153570              7.828571     261.96296           NA
## 333                1.6874070              9.176000     288.96296           NA
## 334                0.2550000              8.877143            NA     7.378571
## 335                0.2616000              9.994000     272.20000           NA
## 336                0.7177140             10.280000     306.57143           NA
## 337                1.7763830                    NA     306.28571           NA
## 338                0.6760000              9.902857            NA     6.575714
## 339                0.2698570             10.194286            NA           NA
## 340                0.9403570              8.370833     366.94444           NA
## 341                       NA                    NA            NA           NA
## 342                0.1650000              9.471667     311.33333           NA
## 343                1.1448330              8.166667            NA     6.535000
## 344                0.2021670              9.550000     292.66667           NA
## 345                1.5477940             13.051613     342.19355           NA
## 346                0.4744000              8.156000            NA     6.014000
## 347                0.5730000             12.070000     308.00000     6.796000
## 348                2.0698700             10.318182     351.47826           NA
## 349                0.2625000              8.216667            NA     7.851667
## 350                0.1075000              9.933333            NA           NA
## 351                0.2363330              9.248333            NA     6.156667
## 352                       NA                    NA            NA           NA
## 353                0.2737140             10.471429     346.14286     6.893000
## 354                1.0468320                    NA     346.75000           NA
## 355                0.1853330              8.651667            NA     8.703333
## 356                0.9585710              9.792857     286.57143     8.680000
## 357                0.3987140              8.524286            NA     7.735714
## 358                2.3108410             12.183333     333.33333           NA
## 359                2.0021740              6.504348     308.84211           NA
## 360                0.6356670              9.583333            NA     7.626667
## 361                3.7031580                    NA     362.15789           NA
## 362                0.6879460             10.976923     331.96154           NA
## 363                1.0507460                    NA     346.75000           NA
## 364                0.6552380              6.416667     301.71429           NA
## 365                0.2013330              8.100000            NA     6.411667
## 366                1.7424000              5.804000     333.15789           NA
## 367                0.5834620              6.703333     351.36667           NA
## 368                       NA                    NA            NA           NA
## 369                0.1991670              9.040000            NA           NA
## 370                2.0052630              7.759091     349.37500           NA
## 371                0.0933330              9.430000            NA     1.420000
## 372                0.0498330              9.968333            NA     1.780000
## 373                0.6353400              8.860000            NA           NA
## 374                0.2100000                    NA            NA           NA
## 375                0.0588330              9.793333            NA           NA
## 376                0.1650000             11.809091     117.00000           NA
## 377                0.1911110              9.700000            NA           NA
## 378                       NA                    NA            NA           NA
## 379                0.0966670              9.900000            NA           NA
## 380                0.0650000             10.660000            NA     1.684000
## 381                0.1053170             10.955000            NA     2.691667
## 382                0.0697140             11.680000            NA     1.884000
## 383                0.2957140                    NA            NA           NA
## 384                0.1422000             12.280000            NA           NA
## 385                0.3450000             11.266667     135.00000           NA
## 386                0.2966670                    NA            NA           NA
## 387                0.1001430              9.845714     104.78333           NA
## 388                0.1408330              9.188333            NA     1.596833
## 389                0.1072860             11.857143            NA     1.757143
## 390                0.0528330              9.023333      86.10000           NA
## 391                0.7178220              8.955556            NA           NA
## 392                0.3078330             11.966667            NA           NA
## 393                0.1285710             10.057143            NA           NA
## 394                0.3277140              9.898571      95.55000     2.103333
## 395                0.2900000                    NA            NA           NA
## 396                0.1920000             12.633333            NA           NA
## 397                0.0876000             12.480000            NA     2.012000
## 398                0.2885710              9.525000            NA           NA
## 399                1.3503330             10.142857            NA           NA
## 400                0.8550000                    NA            NA           NA
## 401                0.0778330             11.293333            NA     1.803333
## 402                0.3167855             11.076190     135.00000           NA
## 403                0.3466670                    NA            NA           NA
## 404                0.3056920              8.480000            NA     1.900000
## 405                0.1502330             10.130000            NA     2.280000
## 406                0.1502860              7.365000            NA     1.783333
## 407                0.3040000              9.558571      88.34286     2.038333
## 408                0.4860000             10.720000            NA           NA
## 409                0.3665450             11.180000      85.87500     2.337500
## 410                0.3112140             11.241429      89.31429     2.492857
## 411                0.1360000             10.920000     132.25000           NA
## 412                0.2840910             11.497000     100.56667     3.096667
## 413                0.1068330             10.503333      88.08000           NA
## 414                0.2619170              9.674286      90.44286     1.944286
## 415                0.1743330              9.751667            NA     1.878333
## 416                0.3820000                    NA            NA           NA
## 417                0.2700000             10.666667            NA           NA
## 418                0.0927000             12.342857            NA     3.360000
## 419                0.1592730             11.531818     106.78333           NA
## 420                0.1780000             10.780000            NA           NA
## 421                0.1415000              9.185000            NA     1.782500
## 422                0.2786670             10.590000            NA     2.050000
## 423                0.1051670             11.700000            NA           NA
## 424                0.0770000             11.290000            NA     1.596667
## 425                0.2676670              9.884545      96.15000     2.521667
## 426                0.1728570                    NA     115.00000           NA
## 427                       NA                    NA            NA           NA
## 428                0.0942860              9.837143            NA     1.614286
## 429                0.1218000              8.506000            NA     1.580000
## 430                0.3632310             10.994000      91.52500     2.640000
## 431                0.1225000             11.285000            NA     2.545000
## 432                0.1453330             12.266667      95.46667           NA
## 433                0.1842860              9.616667            NA           NA
## 434                0.1700000              8.800000            NA           NA
## 435                0.4875000                    NA            NA           NA
## 436                0.0816000             11.788000            NA     1.756000
## 437                0.1098570             11.414286            NA     2.567143
## 438                0.1494830              9.716667            NA     2.323333
## 439                0.1005000              9.250000     113.50000           NA
## 440                0.1674290              9.795714      91.75000           NA
## 441                0.1375000              9.500833     108.00000           NA
## 442                0.0424290              9.357143            NA           NA
## 443                       NA                    NA            NA           NA
## 444                       NA                    NA            NA           NA
## 445                0.0300000             11.483333            NA     0.932333
## 446                       NA                    NA            NA           NA
## 447                0.0435000             11.700000            NA           NA
## 448                0.0318570              9.874286     272.85714     0.312286
## 449                       NA                    NA            NA           NA
## 450                0.0300000             12.000000            NA     1.207667
## 451                0.0322860             11.371429     166.42857           NA
## 452                0.0300000             10.338000            NA     0.552000
## 453                       NA                    NA            NA           NA
## 454                0.0300000             10.378333            NA     0.724667
## 455                       NA                    NA            NA           NA
## 456                0.0308330              9.408333     209.83333           NA
## 457                0.0307140             11.900000            NA     1.250286
## 458                0.0285710             10.328571     285.28571           NA
## 459                0.0403330             12.000000     190.83333           NA
## 460                       NA                    NA            NA           NA
## 461                0.0500000             10.266667            NA           NA
## 462                       NA                    NA            NA           NA
## 463                0.0400000             11.914286            NA           NA
## 464                0.0310000             11.620000     177.20000     0.948600
## 465                       NA                    NA            NA           NA
## 466                0.0486000             11.533333     186.00000           NA
## 467                0.0300000             10.385000            NA     0.611667
## 468                0.0333330              9.260000            NA           NA
## 469                0.0300000              9.633333     277.83333           NA
## 470                0.0484170             11.310000     320.83333           NA
## 471                0.0340000             10.052500     248.00000     0.553833
## 472                       NA                    NA            NA           NA
## 473                       NA                    NA            NA           NA
## 474                       NA                    NA            NA           NA
## 475                0.0500000              9.700000            NA           NA
## 476                0.0504200             11.820000            NA     1.384000
## 477                       NA                    NA            NA           NA
## 478                       NA                    NA            NA           NA
## 479                0.0400000              8.957143            NA           NA
## 480                0.0316670             10.240000            NA           NA
## 481                0.0400000             11.725000     236.42857           NA
## 482                       NA                    NA            NA           NA
## 483                0.0355000              9.827500     251.50000     0.451750
## 484                0.0400000             10.536364     260.66667           NA
## 485                0.1122500             11.642857            NA           NA
## 486                0.0428330              9.683333            NA           NA
## 487                0.0420000              9.900000            NA           NA
## 488                0.0407140             12.885714     248.57143           NA
## 489                       NA                    NA            NA           NA
## 490                0.0335710             11.317143     183.00000     1.090429
## 491                       NA                    NA            NA           NA
## 492                0.0400000             11.914286            NA           NA
## 493                0.0338330             11.850000     189.83333     0.941167
## 494                       NA                    NA            NA           NA
## 495                0.0910000              9.575000            NA           NA
## 496                0.3500000              9.533333            NA           NA
## 497                0.0465000             10.625000            NA     2.845000
## 498                0.0351670             14.340000     304.33333           NA
## 499                0.0845710             11.542857            NA     3.961429
## 500                0.3900000              6.200000            NA           NA
## 501                0.2400000                    NA            NA           NA
## 502                0.0753330              9.476667     293.66667           NA
## 503                0.2550000                    NA            NA           NA
## 504                0.0896170             13.166667            NA           NA
## 505                       NA                    NA            NA           NA
## 506                0.0520000             10.040000            NA           NA
## 507                0.0300000              9.636000            NA     3.586000
## 508                0.0711430             12.528571     313.57143           NA
## 509                0.0732290             11.742857            NA           NA
## 510                0.0808330              9.075000     254.00000     6.095000
## 511                0.0356670              9.955000            NA     3.123333
## 512                0.3050000                    NA            NA           NA
## 513                0.0665710              9.414286     256.00000           NA
## 514                0.0463330              9.471667            NA     2.865000
## 515                0.0644000             10.210000            NA     4.330000
## 516                0.2050000              9.800000            NA           NA
## 517                0.0570000             12.025000            NA           NA
## 518                0.1710000             12.190000     223.50000     6.179000
## 519                0.0511670             12.820000     299.83333           NA
## 520                0.1250000                    NA            NA           NA
## 521                0.0689830             11.360000            NA           NA
## 522                       NA                    NA            NA           NA
## 523                0.2950000              9.200000            NA           NA
## 524                0.0540000                    NA            NA           NA
## 525                0.0730000             12.083333     286.50000     6.055000
## 526                0.1286670             10.785000            NA     3.341667
## 527                0.0656670             13.966667            NA           NA
## 528                0.3085000             10.075000     325.75000           NA
## 529                0.0650710              9.707143            NA     3.858571
## 530                0.0514000              8.671667     270.66667     8.494000
## 531                0.0766670              9.566667            NA           NA
## 532                0.0500000              6.200000            NA           NA
## 533                0.0802800              9.350000            NA           NA
## 534                0.0720000              8.520000            NA           NA
## 535                0.0565000              8.975000            NA     3.635000
## 536                0.0528000              9.582000     267.00000           NA
## 537                       NA                    NA            NA           NA
## 538                0.2928570             10.981429            NA     4.217143
## 539                0.0644000             13.020000     297.00000           NA
## 540                0.0413330             11.583333            NA     3.366667
## 541                0.4600000                    NA            NA           NA
## 542                0.0466670             10.033333            NA           NA
## 543                0.2972500                    NA            NA           NA
## 544                0.0683330              9.760000            NA           NA
## 545                0.0500000              7.800000            NA           NA
## 546                0.1246250             10.021429     304.50000     5.722125
## 547                0.8081430             10.314286     286.57143           NA
## 548                0.1582860              9.308571     250.57143     7.964286
## 549                0.5866670             11.550000     195.66667     6.605000
## 550                1.1720000                    NA            NA           NA
## 551                0.8383330                    NA            NA           NA
## 552                0.7221670              9.383333            NA           NA
## 553                1.8750000                    NA            NA           NA
## 554                0.5514290              9.783333            NA           NA
## 555                1.6816670             11.116667            NA           NA
## 556                       NA                    NA            NA           NA
## 557                0.8600000             11.040000     219.50000     7.788000
## 558                0.9040000              6.450000            NA           NA
## 559                0.8225000             10.187500            NA           NA
## 560                0.8520000             13.320000            NA           NA
## 561                1.2862500             10.025000     324.00000           NA
## 562                0.8183330             10.983333     311.33333           NA
## 563                0.1385710             11.057143     308.14286           NA
## 564                1.0420000                    NA            NA           NA
## 565                0.8250000             11.275000            NA           NA
## 566                0.8385000              9.233333     283.50000           NA
## 567                       NA                    NA            NA           NA
## 568                0.5061430             10.142857            NA           NA
## 569                0.4541670              9.400000     288.66667           NA
## 570                0.9962500             10.350000     340.50000           NA
## 571                       NA                    NA            NA           NA
## 572                0.4820000             10.580000            NA           NA
## 573                0.6486000             10.540000            NA           NA
## 574                0.2498330              8.241667            NA     6.928333
## 575                0.4633330                    NA            NA           NA
## 576                0.7183330             10.816667            NA           NA
## 577                0.5656670             11.880000            NA           NA
## 578                0.4482000             11.620000            NA           NA
## 579                0.5790000              9.575000            NA           NA
## 580                0.4544000             11.500000            NA           NA
## 581                0.6146670              9.666667            NA           NA
## 582                0.1148330             10.943333            NA     7.383333
## 583                0.3160000             10.914286     224.71429           NA
## 584                0.6925000                    NA            NA           NA
## 585                0.5425000              8.500000            NA           NA
## 586                0.1832000              8.753333            NA     6.075000
## 587                       NA                    NA            NA           NA
## 588                       NA                    NA            NA           NA
## 589                0.7244290              9.874286     238.80000    10.035714
## 590                0.4847140             11.271429            NA           NA
## 591                2.0000000                    NA            NA           NA
## 592                1.2175000                    NA            NA           NA
## 593                0.9966670             13.000000            NA           NA
## 594                0.2478330              9.658000     231.00000           NA
## 595                0.2818330              9.588333     256.83333           NA
## 596                       NA                    NA            NA           NA
## 597                0.0833330             11.600000            NA     7.140000
## 598                0.8200000             10.966667     384.16667           NA
## 599                0.3506250                    NA     360.90000           NA
## 600                0.2045000              8.940000     408.50000           NA
## 601                0.9066670                    NA     341.90000           NA
## 602                1.1093750                    NA     370.66667           NA
## 603                0.8618180             10.481818     361.00000           NA
## 604                0.2162860              8.770000            NA    12.650000
## 605                0.6056670             12.300000     361.83333           NA
## 606                0.0996000              9.410000     345.16667           NA
## 607                0.1648330             11.233333     360.66667           NA
## 608                0.1646670             10.498333     364.50000           NA
## 609                0.8091665              8.703526     387.50000           NA
## 610                0.5223530                    NA     344.80000           NA
## 611                0.5336360             11.130000     420.00000           NA
## 612                0.9650000                    NA     392.50000           NA
## 613                0.1856670             10.183333     360.16667           NA
## 614                0.5420000             11.692000            NA     9.730000
## 615                1.2125000                    NA     360.20000           NA
## 616                0.1698000              9.320000     341.00000           NA
## 617                1.7200000              9.576923     370.00000           NA
## 618                0.0866670              8.255556     460.00000           NA
## 619                0.6661540             10.409091     381.00000           NA
## 620                1.5550000              8.700000     368.57143           NA
## 621                0.1858000             11.520000     352.00000    10.070000
## 622                0.9993750                    NA     379.42857           NA
## 623                1.2125000                    NA     360.20000           NA
## 624                0.7055000              7.766667     323.16667           NA
## 625                1.2250000             12.175000     386.83333           NA
## 626                0.1798000             11.390000     398.00000           NA
## 627                0.1460000             10.131667            NA     9.078333
## 628                0.3044400              8.302000     314.00000    12.306000
## 629                0.0968570             10.028571     349.14286           NA
## 630                0.1881670             11.698333     353.16667    14.550000
## 631                0.0885000             11.100000     429.00000           NA
## 632                1.0533330              9.020000     365.80000    10.841667
## 633                0.9454550             11.800000     383.40000           NA
## 634                1.3561540             11.616667     399.28571           NA
## 635                0.0682860             11.802857            NA    10.618571
## 636                0.0446000             10.524000            NA    12.000000
## 637                0.0716670              8.256667            NA    15.316667
## 638                2.8750000              9.116667     308.16667           NA
## 639                0.3056150              9.838462     398.50000           NA
## 640                0.3652000              8.792000     280.20000           NA
## 641                0.1565000             12.228571     353.50000           NA
## 642                0.0951430              7.617143            NA    14.582857
## 643                1.2966670                    NA            NA           NA
## 644                0.2368570              8.600000     331.71429           NA
## 645                0.1390000             10.545455     351.33333           NA
## 646                0.4828570              6.471429     293.16667           NA
## 647                0.9753850                    NA     357.00000           NA
## 648                0.1208330              9.836364     460.00000           NA
## 649                0.1060335              7.258667     309.02500    12.237334
## 650                0.7583330              9.091667     387.50000           NA
## 651                0.3636360              9.254545     382.75000           NA
## 652                0.1100000              9.975000     368.50000           NA
## 653                0.0795000              9.090000     339.25000           NA
## 654                0.9350000                    NA     369.33333           NA
## 655                0.1111430              7.311429     300.14286    17.571429
## 656                0.1074000              6.964000     302.25000    12.368000
## 657                0.2786670             11.750000     389.66667           NA
## 658                0.1353330              9.886667            NA    15.100000
## 659                0.1170000             11.850000            NA           NA
## 660                0.1567140             11.400000            NA           NA
## 661                0.0760000              8.116667     398.33333           NA
## 662                0.0938330              9.383333            NA    14.200000
## 663                0.2650000                    NA            NA           NA
## 664                0.0695000             11.700000            NA    12.650000
## 665                0.1502860             11.481667     410.28571    14.210000
## 666                0.3270000             10.030000            NA    12.700000
## 667                0.1400000             13.100000            NA           NA
## 668                0.1424290             11.557143     402.00000           NA
## 669                0.1700000             11.120000            NA    14.800000
## 670                0.0562860             13.057143            NA           NA
## 671                0.1341670             10.666667            NA           NA
## 672                0.2322220             12.066667            NA           NA
## 673                0.1913750             10.598750     340.66667    12.468750
## 674                0.1453850                    NA            NA           NA
## 675                0.2292000             13.280000            NA           NA
## 676                0.2834400             10.980000            NA    13.820000
## 677                0.2407140                    NA            NA           NA
## 678                0.0714000             10.375000     446.66667           NA
## 679                0.1750000                    NA            NA           NA
## 680                0.2216000              9.920000     426.60000           NA
## 681                0.3067500             10.525000            NA           NA
## 682                0.1025000             11.725000            NA           NA
## 683                0.0773330              8.316667     406.16667    15.050000
## 684                0.0516000              9.400000     403.00000           NA
## 685                0.1716670              8.351667            NA    11.180000
## 686                0.1174440              9.475000     418.25000           NA
## 687                0.2978750             10.475000     359.50000           NA
## 688                0.4707500                    NA     447.95000           NA
## 689                0.1850000             11.250000     403.00000    14.779500
## 690                0.4618333                    NA     445.43333           NA
## 691                0.1028330             10.633333     417.50000           NA
## 692                0.1868330             11.466667            NA           NA
## 693                0.1300000                    NA     398.33333           NA
## 694                0.4975000                    NA     455.50000           NA
## 695                0.2914290             12.690000            NA           NA
## 696                0.1605000             10.600000     420.25000           NA
## 697                0.2441670                    NA            NA           NA
## 698                0.0300000              7.276667            NA    14.733333
## 699                0.0688330              9.858333            NA    12.926667
## 700                0.1833330             15.200000            NA           NA
## 701                0.1360000             11.480000            NA           NA
## 702                0.0768570              8.685714     401.42857    14.422000
## 703                0.1725000             12.000000     427.00000           NA
## 704                0.1260000                    NA     422.33333           NA
## 705                0.1176670              8.083333     384.83333           NA
## 706                0.3633330                    NA     524.00000           NA
## 707                0.1196670             10.228571            NA           NA
## 708                0.1263330              9.350000     385.66667           NA
## 709                       NA                    NA            NA           NA
## 710                0.2800000             11.500000     507.00000    16.846000
## 711                0.1526670             11.733333            NA           NA
## 712                0.1248000             12.360000            NA           NA
## 713                0.0936670             11.633333            NA           NA
## 714                0.2500000             12.200000            NA     8.210000
## 715                0.1850000             13.200000            NA           NA
## 716                0.2135000             16.100000            NA           NA
## 717                       NA                    NA            NA           NA
## 718                       NA                    NA            NA           NA
## 719                0.1118330             12.603333     407.33333     5.325000
## 720                0.2750000                    NA            NA           NA
## 721                       NA                    NA            NA           NA
## 722                0.0546670             13.900000            NA           NA
## 723                0.0710000              8.525000            NA     8.395000
## 724                0.0855000             11.483333     493.33333     9.645500
## 725                0.0850000             10.626667            NA     3.696667
## 726                       NA                    NA            NA           NA
## 727                0.2682500             12.350000            NA           NA
## 728                       NA                    NA            NA           NA
## 729                0.2032500             12.475000            NA           NA
## 730                       NA                    NA            NA           NA
## 731                0.0400000              8.600000            NA           NA
## 732                       NA                    NA            NA           NA
## 733                0.1100000              9.050000            NA     2.980000
## 734                0.1456670             11.033333     479.16667           NA
## 735                0.1060000             12.770000            NA    11.275000
## 736                0.0600000             13.000000            NA           NA
## 737                0.0854000             11.257500            NA     6.477500
## 738                0.2262500             12.450000     436.12500     9.977500
## 739                       NA                    NA            NA           NA
## 740                0.1280000             12.450000            NA           NA
## 741                       NA                    NA            NA           NA
## 742                0.0550000             15.550000            NA           NA
## 743                0.2118000             12.200000     510.00000           NA
## 744                0.0685000             19.600000            NA           NA
## 745                       NA                    NA            NA           NA
## 746                0.0320000             12.360000            NA     6.505000
## 747                0.0305000             11.900000            NA     3.360000
## 748                0.1746670             11.400000            NA           NA
## 749                0.1752140             13.372857            NA     9.281429
## 750                0.4466670             15.500000            NA           NA
## 751                0.2125710             13.302857     455.71429           NA
## 752                0.1178330             12.933333            NA    11.258333
## 753                0.0910000             11.000000            NA    11.000000
## 754                0.0305000             13.400000            NA    11.860000
## 755                0.0650000             15.850000            NA           NA
## 756                0.0765000             10.950000            NA    10.030000
## 757                0.0863330             13.300000     442.16667           NA
## 758                0.0530000             12.800000     475.50000           NA
## 759                0.0696670             13.400000     485.33333           NA
## 760                0.0426670             11.383333     495.33333           NA
## 761                0.1493830             13.123333            NA    12.021667
## 762                0.1046670             12.866667     547.33333           NA
## 763                       NA                    NA            NA           NA
## 764                0.1035000             12.083333     444.00000           NA
## 765                0.2000000             14.500000            NA           NA
## 766                0.0627140             12.666667            NA           NA
## 767                0.9200000                    NA            NA           NA
## 768                0.0495000             12.428571     348.75000           NA
## 769                0.0800000                    NA            NA           NA
## 770                       NA                    NA            NA           NA
## 771                0.1066670                    NA            NA           NA
## 772                0.1266670              9.116667            NA           NA
## 773                0.0418000             11.700000            NA           NA
## 774                0.2233330             12.375000            NA           NA
## 775                0.0741670             13.140000            NA           NA
## 776                0.4857140              8.866667            NA           NA
## 777                0.0626670             10.193333            NA     9.520000
## 778                0.1300000             12.916667            NA           NA
## 779                0.0715000              9.350000            NA           NA
## 780                0.0621250             10.296250            NA    10.741250
## 781                0.0525000              9.425000            NA           NA
## 782                0.0566670              8.866667            NA           NA
## 783                0.1065710             13.271429     354.57143           NA
## 784                0.0715000              9.895000            NA     7.675000
## 785                0.0686670             12.200000     405.00000    21.383333
## 786                0.0630000             13.725000            NA           NA
## 787                0.0623330             11.588889     357.11111           NA
## 788                0.0880000             11.060000            NA           NA
## 789                0.0430000             11.900000            NA     9.440000
## 790                0.0500000                    NA            NA           NA
## 791                0.0637140              7.957143     368.28571           NA
## 792                0.0420000             12.250000     354.83333           NA
## 793                0.1046670             10.866667            NA           NA
## 794                0.1116670                    NA            NA           NA
## 795                0.1480000                    NA            NA           NA
## 796                0.0700000                    NA            NA           NA
## 797                0.0701670             10.800000     390.00000    13.179167
## 798                0.0383330             13.650000     390.00000           NA
## 799                0.1100000             10.325000            NA           NA
## 800                0.0643330             10.320000            NA           NA
## 801                0.2680000             16.350000            NA           NA
## 802                0.0525880             11.062500            NA    10.496250
## 803                0.0370000             10.650000            NA     9.640000
## 804                0.1770000             11.820000            NA           NA
## 805                0.0300000             12.000000            NA    11.975000
## 806                0.0415000             10.860000     285.05667           NA
## 807                0.0600000             12.300000            NA           NA
## 808                0.0610000             12.571429            NA           NA
## 809                0.0300000             11.700000     372.00000           NA
## 810                0.0485000             10.050000     399.83333           NA
## 811                0.1958000             11.150000            NA           NA
## 812                0.0708000             10.920000     381.80000           NA
## 813                0.1060000                    NA            NA           NA
## 814                0.1185715             12.558333            NA           NA
## 815                0.0471430              9.466667            NA           NA
## 816                0.0336670             13.516667     414.50000           NA
## 817                0.3323330             11.850000     176.16667           NA
## 818                0.1743500             11.466667     174.38889           NA
## 819                       NA                    NA            NA           NA
## 820                0.0464000              9.294000            NA     2.904000
## 821                0.0836840              9.544444     264.77778           NA
## 822                0.0555000             10.005000            NA     3.195000
## 823                0.0602000             11.380000     163.00000     4.368000
## 824                0.0546800             10.520000            NA     4.076000
## 825                0.3382350             11.611765     197.88235           NA
## 826                0.0300000             10.110000            NA     3.485000
## 827                0.1188570             11.800000            NA     2.645714
## 828                0.0841670             10.665000     170.33333           NA
## 829                0.1190000              9.971429     200.57143           NA
## 830                0.0925000             11.350000            NA     2.460000
## 831                0.0350000              9.350000            NA           NA
## 832                0.1267500             11.633333     152.58333           NA
## 833                0.1036360             10.400000     207.90909           NA
## 834                0.0588570             10.340000     169.71429     3.978333
## 835                0.4155560             10.927778     183.64286           NA
## 836                0.0421430             10.110000            NA           NA
## 837                0.0671430             11.285714     146.71429     3.888571
## 838                       NA                    NA            NA           NA
## 839                0.1878330             12.050000     157.50000           NA
## 840                0.0754000             11.748000            NA     2.582000
## 841                0.0860000             11.800000            NA     2.950000
## 842                0.0320000             10.732857     196.57143     4.251429
## 843                0.0300000             10.922000            NA     3.410000
## 844                0.0440000              9.450000            NA     2.707143
## 845                0.0616150              9.741667            NA     2.643333
## 846                0.2078330             11.333333     124.00000     3.130000
## 847                0.0605000             10.850000            NA     3.080000
## 848                0.1501670             12.300000     170.50000           NA
## 849                0.0642500             11.575000            NA     2.996667
## 850                0.1762500             10.868750     182.18182           NA
## 851                0.0367860              9.950715            NA           NA
## 852                0.0898890             11.425556            NA     3.035000
## 853                0.2946670             10.361538     167.44444           NA
## 854                0.0886670             10.800000            NA           NA
## 855                0.0300000             15.350000            NA     2.950000
## 856                0.1006500             10.175000     185.55000           NA
## 857                0.0548330              9.876667     155.16667     3.051667
## 858                0.1132490             10.325595     180.84643           NA
## 859                0.0626670             11.503333     158.01667     4.113333
## 860                0.0561670             10.233333     186.33333           NA
## 861                0.0300000             10.090000            NA     3.290000
## 862                0.0904140             10.350000     180.50000           NA
## 863                0.1149710             11.114286            NA     3.501429
## 864                0.1586670             12.133333     151.66667           NA
## 865                0.1205560              9.466667     225.33333           NA
## 866                0.0431000             10.678333            NA     3.661667
## 867                0.1328570             11.214286     206.42857           NA
## 868                0.0953330             11.383333            NA     3.486667
## 869                0.0865000              9.983333     174.16667           NA
## 870                0.0795000             10.055000     130.00000     4.434000
## 871                0.1408860             10.364286     194.85714           NA
## 872                       NA                    NA            NA           NA
## 873                0.7383330                    NA            NA           NA
## 874                0.4360000             10.233333            NA           NA
## 875                1.2862500              8.714286            NA           NA
## 876                1.1883330                    NA            NA           NA
## 877                0.3273080             10.577500     348.16667           NA
## 878                0.6030670             12.004762     352.80000           NA
## 879                0.3914290              8.285714     364.00000           NA
## 880                       NA                    NA            NA           NA
## 881                1.7700000                    NA            NA           NA
## 882                0.6335710             10.457143            NA           NA
## 883                0.8770190              9.427273     339.59890           NA
## 884                0.4980635             11.833944     342.50000           NA
## 885                1.1302000              9.020000            NA           NA
## 886                0.8467000              9.788235     378.73333           NA
## 887                1.0010000             11.461111     352.40000           NA
## 888                1.0866670                    NA            NA           NA
## 889                0.5732860              9.912500            NA           NA
## 890                0.4866670             11.358667     355.60000           NA
## 891                0.6750000              9.357143            NA           NA
## 892                0.4945335             11.698778     346.40000           NA
## 893                0.4703625             11.056739     338.36667           NA
## 894                0.1876670              9.566667            NA     5.483333
## 895                0.5160000              8.781818     336.00000           NA
## 896                0.4925710             10.251429     377.00000     7.525714
## 897                0.4940175             11.405370     347.06667           NA
## 898                0.4286670             10.730652     330.20000           NA
## 899                0.6499565              9.118182     338.21429           NA
## 900                0.2755000              9.925000     304.33333     8.810000
## 901                       NA                    NA            NA           NA
## 902                0.7247500             11.511429     319.50000           NA
## 903                0.4870560             11.496296     365.25000           NA
## 904                1.3416670             10.716667            NA           NA
## 905                0.2726670              9.986957     362.57143           NA
## 906                1.0742860             11.933333            NA           NA
## 907                1.6188890                    NA            NA           NA
## 908                1.3212500                    NA            NA           NA
## 909                0.3282860             11.657143            NA           NA
## 910                1.6854550              6.511111            NA           NA
## 911                0.3448460             10.388000     335.25000           NA
## 912                0.3894170             10.378913     329.33333           NA
## 913                1.2542170             10.110526     343.28571           NA
## 914                0.3606670             11.066667     404.00000           NA
## 915                0.3482000              9.112500            NA     8.065000
## 916                1.5228570              7.866667            NA           NA
## 917                0.2671670              9.050000            NA           NA
## 918                1.3419975             10.277485     346.14286           NA
## 919                0.1865000             11.800000            NA     6.217500
## 920                0.4685830             11.097200     345.14286           NA
## 921                0.4607915             11.220339     349.71429           NA
## 922                0.5192860             10.614286            NA           NA
## 923                0.0836670             11.473333     343.40000     8.523333
## 924                0.3930000             11.113333     339.33333           NA
## 925                2.8500000                    NA            NA           NA
## 926                0.4378670             11.130769     361.42857           NA
## 927                1.1612500              9.716667            NA           NA
## 928                0.7781670              7.600000            NA           NA
## 929                1.6090910              8.837500            NA           NA
## 930                1.6262500              9.212500            NA           NA
## 931                0.4980000             11.323077     396.28571           NA
## 932                0.8450000              9.660000            NA           NA
## 933                0.4084440             11.304000     365.50000           NA
## 934                0.8562730             11.475000     336.50000           NA
## 935                0.2368000              8.786667     334.50000     7.660000
## 936                0.9705450             10.662500     313.20000     6.095000
## 937                0.5966670              8.775000            NA           NA
## 938                0.1197330              9.575000     310.00000     7.856667
## 939                0.3619170              9.761667     328.57143           NA
## 940                0.6172000             11.056667            NA     6.543333
## 941                0.4051110              8.504762     338.94444           NA
## 942                0.2428330             10.883333            NA     7.658333
## 943                0.7283330                    NA            NA           NA
## 944                0.1916670             10.950000            NA           NA
## 945                1.0930000              9.828571            NA           NA
## 946                1.0433330              8.733333            NA           NA
## 947                0.1400000              9.920000     370.00000     8.890000
## 948                1.6316670                    NA            NA           NA
## 949                0.4450670             10.115789            NA           NA
## 950                       NA                    NA            NA           NA
## 951                1.1300000                    NA            NA           NA
## 952                0.2938570             10.585714            NA           NA
## 953                0.3779325              9.282738            NA           NA
## 954                0.3515000             11.824000     409.25000     8.037500
## 955                0.4347110             12.042324     411.25000     7.721250
## 956                       NA                    NA            NA           NA
## 957                0.5457200             11.118260     397.90000     9.180000
## 958                0.4446670             10.140000            NA           NA
## 959                0.9028890             10.558824            NA           NA
## 960                0.5457000             10.172222            NA           NA
## 961                1.6166670                    NA            NA           NA
## 962                0.3367140             10.644444            NA           NA
## 963                0.3758610             11.823334     407.02500     7.944750
## 964                0.5312500              9.985714            NA           NA
## 965                0.4202220             12.020157     409.15000     7.722250
## 966                0.3023750              9.025000            NA           NA
## 967                0.6160000              8.906667            NA     4.510000
## 968                0.2434400              8.961905            NA           NA
## 969                0.4796835             11.620022     408.40000     8.245000
## 970                0.5588640             10.602573     389.00000    10.743750
## 971                0.2840325              9.118453            NA           NA
## 972                0.2010000             10.185000     306.50000     9.146667
## 973                0.3933330             10.152000            NA           NA
## 974                1.3728570              9.142857            NA           NA
## 975                0.3841540              9.737500            NA           NA
## 976                1.0637500             12.066667            NA           NA
## 977                1.5400000                    NA            NA           NA
## 978                1.3887500                    NA            NA           NA
## 979                0.3468570             11.585714            NA           NA
## 980                0.9070000              8.533333            NA           NA
## 981                0.3769230             10.312800     375.85714    10.401429
## 982                0.5314095             10.169747     388.10000    11.349750
## 983                0.5021250             10.105556            NA           NA
## 984                0.2611670             11.283333            NA           NA
## 985                0.8087500              8.570000            NA     7.040000
## 986                1.1683330              8.440000            NA           NA
## 987                0.2082860              9.300000            NA           NA
## 988                0.3092310             10.220000     342.71429     9.134286
## 989                0.5372205             10.396528            NA           NA
## 990                0.2244290             11.500000            NA     5.671429
## 991                0.3882500             11.364000     373.00000     9.496667
## 992                0.3861250             11.408087     375.08333     9.719167
## 993                0.3221250             10.900000            NA           NA
## 994                0.1945000              9.348333            NA     6.973333
## 995                0.2066670             11.848000     376.00000     8.570000
## 996                1.0550000                    NA            NA           NA
## 997                0.1329330              9.275000            NA     5.548333
## 998                0.2885330             10.629167            NA           NA
## 999                0.4821670              8.940000            NA           NA
## 1000               0.8614290             10.285714            NA           NA
## 1001               0.3234290             11.180000            NA           NA
## 1002               0.5714000             10.520000            NA           NA
## 1003               0.3747780             10.920667     366.50000    10.265000
## 1004               0.6492730             11.073333     363.00000     7.093333
## 1005               0.3184000              8.655000     345.16667     8.330000
## 1006               0.2050000             10.714286            NA           NA
## 1007               0.4805000              9.679167     380.50000    10.820000
## 1008                      NA                    NA            NA           NA
## 1009               0.5527500             11.381667            NA     5.656667
## 1010               0.2363080              8.850000            NA           NA
## 1011               1.2460000                    NA            NA           NA
## 1012               0.2120000              7.040000            NA           NA
## 1013               0.1203330             14.200000     273.83333           NA
## 1014               0.0646670              7.510000            NA     7.468333
## 1015               0.5450000              8.833333            NA           NA
## 1016                      NA                    NA            NA           NA
## 1017                      NA                    NA            NA           NA
## 1018               0.7466670              7.760000            NA           NA
## 1019               0.3816670                    NA            NA           NA
## 1020               0.2161670              8.733333            NA           NA
## 1021                      NA                    NA            NA           NA
## 1022                      NA                    NA            NA           NA
## 1023                      NA                    NA            NA           NA
## 1024               0.1690000             10.960000            NA           NA
## 1025               0.0528330              9.840000     251.83333     8.668333
## 1026               0.1091430              9.990000     239.28571     9.478571
## 1027               0.1410000             15.666667            NA           NA
## 1028               0.4566670                    NA            NA           NA
## 1029               0.1133500             10.278333            NA    10.373333
## 1030               0.5600000              7.620000            NA           NA
## 1031               0.5983330              9.680000            NA           NA
## 1032               0.1350000             13.085000     250.00000           NA
## 1033                      NA                    NA            NA           NA
## 1034               0.4941670                    NA            NA           NA
## 1035               0.0546670             12.250000            NA           NA
## 1036               0.4333330             12.620000     323.60000           NA
## 1037                      NA                    NA            NA           NA
## 1038               0.4900000              9.300000            NA           NA
## 1039               0.0720000             11.901000     257.33333     8.346667
## 1040               0.1420000             14.780000            NA           NA
## 1041               0.8840000                    NA            NA           NA
## 1042               0.1885000             12.514286     255.00000     8.270000
## 1043               0.0862000             13.820000            NA           NA
## 1044                      NA                    NA            NA           NA
## 1045               0.0927140             10.214286     261.42857           NA
## 1046               0.0738830              9.341667            NA    10.555000
## 1047               0.2266670              7.516667            NA           NA
## 1048               0.2700000              8.714286            NA           NA
## 1049               0.8416670              6.533333            NA           NA
## 1050               0.1085710              8.114286            NA           NA
## 1051               0.0748570              8.770000            NA     8.038571
## 1052               0.8508330              8.445455            NA           NA
## 1053               0.0596670             12.266667     254.66667           NA
## 1054                      NA                    NA            NA           NA
## 1055               0.1136000              9.600000            NA           NA
## 1056               0.1850000             10.250000            NA    11.072857
## 1057               0.7040000              9.580000            NA           NA
## 1058               0.0870000             13.325000     287.50000           NA
## 1059               1.3830000                    NA            NA           NA
## 1060               0.1040000             10.014286     211.00000     7.460000
## 1061               0.4031430                    NA            NA           NA
## 1062               0.0980000              8.425000            NA           NA
## 1063               0.1141250              9.648000     256.25000           NA
## 1064               0.0310000             13.550000     193.75000     2.915000
## 1065               0.0466000             12.100000            NA           NA
## 1066               0.0370000             10.575000            NA     1.625000
## 1067               0.0300000             10.267143            NA     1.597143
## 1068               0.0781670              9.866667            NA     2.148333
## 1069               0.0460000             11.633333            NA           NA
## 1070               0.0259330             11.115000            NA     2.563333
## 1071               0.0534290             11.385714     210.57143     5.074000
## 1072               0.1083070             11.783333            NA     3.392308
## 1073               0.0300000                    NA            NA           NA
## 1074               0.0385000              8.900000     249.50000     1.271000
## 1075               0.0483330             10.566667            NA           NA
## 1076               0.0263830              9.793333            NA     1.545000
## 1077               0.0439570             10.952857            NA     2.102857
## 1078               0.0480000             11.450000            NA           NA
## 1079               0.0365000             10.561667            NA     1.470000
## 1080               0.3316670                    NA            NA           NA
## 1081               0.0383330             11.233333            NA           NA
## 1082               0.0432000             12.700000            NA           NA
## 1083               0.0604290             10.385714            NA           NA
## 1084               0.0340000             11.200000     244.00000     1.730000
## 1085               0.0405000             11.816667            NA           NA
## 1086               0.0300000             12.400000            NA     1.968000
## 1087               0.0300000             11.400000            NA     1.540000
## 1088               0.0766670                    NA            NA           NA
## 1089               0.0411670             12.650000     206.83333     2.368333
## 1090               0.0301670             10.200000            NA     1.523333
## 1091               0.0660000              9.800000            NA           NA
## 1092               0.0571430                    NA            NA           NA
## 1093                      NA                    NA            NA           NA
## 1094               0.0320000             11.966667            NA           NA
## 1095               0.1469000             11.781667            NA     2.328333
## 1096               0.0780000             11.250000            NA     2.058333
## 1097               0.3183330                    NA            NA           NA
## 1098               0.0820000                    NA            NA           NA
## 1099               0.0266670             11.170000            NA     2.248333
## 1100               0.0380000             12.690000     138.00000     4.212000
## 1101               0.0780000              9.891667            NA     2.000000
## 1102               0.1600000                    NA            NA           NA
## 1103               0.0813330             10.521667            NA     1.436667
## 1104               0.0566670             12.033333            NA           NA
## 1105               0.0983330             13.666667            NA           NA
## 1106               0.0300000             13.160000            NA     1.946000
## 1107               0.0478330             11.751667     177.33333     2.243333
## 1108               0.0333330             10.113333            NA     1.543333
## 1109               0.1442860                    NA            NA           NA
## 1110               0.0460000             12.225000            NA           NA
## 1111               0.0358330             11.742000            NA     1.443333
## 1112               0.0345710             11.228571     215.42857     2.291429
## 1113               0.0773490             11.042857            NA     2.642745
## 1114               0.0463750             10.537500            NA           NA
## 1115               0.0306670              9.710000            NA     1.370000
## 1116               0.0494000              9.960000            NA           NA
## 1117               0.0393330             12.830000     171.00000     3.669333
## 1118               0.0500000             12.060000            NA           NA
## 1119               0.0384000             10.314000     202.80000     1.930000
## 1120               0.0448750             10.260000     215.87500     2.118750
## 1121               0.0300000             10.660000            NA     2.010000
## 1122               0.0808570             10.874286     204.85714     2.121429
## 1123               0.0400000             11.666667     163.50000     3.100000
## 1124               0.0388000             12.025000     190.80000     5.019800
## 1125               0.0583330                    NA            NA           NA
## 1126               0.0388000             12.182000     177.33333     2.770000
## 1127               0.0698570             11.527143            NA     1.724286
## 1128               0.0357855             10.602619     221.71429     2.229881
## 1129               0.0328000             11.540000            NA     2.644000
## 1130               0.0564620              9.626250            NA     1.651250
## 1131               0.0350000             14.100000            NA     1.962857
## 1132               0.0406670              9.613333            NA     1.325000
## 1133               0.0300000             10.620000     220.20000     2.194000
## 1134               0.0300000             12.240000            NA     3.184000
## 1135               0.0666000             10.060000            NA     1.764000
## 1136               0.0300000             11.315000     211.83333     2.928333
## 1137               0.0720000              9.216667            NA           NA
## 1138               0.0328570             11.000000     203.00000     3.046286
## 1139               0.0362860             12.514286            NA     1.972857
## 1140               0.0433330             11.333333            NA           NA
## 1141               0.0491430              9.128571     231.85714     1.783143
## 1142               0.0890000             11.186667     205.16667     1.818333
## 1143               0.0300000             12.016667            NA           NA
## 1144               0.0320000             12.580000            NA     2.538000
## 1145               0.0300000             11.750000            NA     2.415000
## 1146               0.0326670             12.883333     184.16667     2.610000
## 1147               0.0586250             10.287500            NA           NA
## 1148               0.0803170              9.268333            NA     1.646667
## 1149               0.0517500             10.400000            NA           NA
## 1150               0.0402000             10.480000     216.20000     2.824800
## 1151               0.1155670             12.586667            NA     2.600000
## 1152               0.0390000             12.025000     186.33333     2.316667
## 1153               0.0840000             11.800000            NA     4.140000
## 1154               0.0750000             12.683333     287.08333           NA
## 1155               0.0189500              8.895000            NA     3.980000
## 1156               0.0440500              9.195000            NA     3.200000
## 1157               0.0816670                    NA     270.81818           NA
## 1158                      NA                    NA            NA           NA
## 1159               0.0300000              9.145000            NA     2.660000
## 1160               0.0450000             10.572857     282.14286     3.945714
## 1161               0.1161670             12.307143            NA     3.838333
## 1162               0.2302240             11.374603     249.75379           NA
## 1163               0.0330000              9.578333            NA     2.908333
## 1164               0.1162500             11.175000     279.75000           NA
## 1165               0.1970770             11.942857     250.28571           NA
## 1166               0.0825000                    NA     278.33333           NA
## 1167               0.0466250             10.948571     272.33333     3.995000
## 1168               0.0947500             10.725000     204.50000     5.232500
## 1169               0.0755000             11.950000     137.00000     3.990000
## 1170               0.1581820                    NA     263.81818           NA
## 1171               0.0764750             10.381250     302.31250           NA
## 1172               0.0830910             10.236364     260.18182           NA
## 1173               0.0551670             11.316667            NA     4.596667
## 1174               0.0686670              9.776667     257.33333     3.861667
## 1175                      NA                    NA            NA           NA
## 1176               0.1110000             12.133333     239.60000     4.880000
## 1177               0.1683330              9.645455     259.50000           NA
## 1178               0.0490000             10.365000     314.00000           NA
## 1179               0.0442730             10.236364     299.18182           NA
## 1180               0.5225000                    NA     240.25000           NA
## 1181               0.1646000             11.700000     240.00000     6.096000
## 1182               0.0280500             11.250000            NA     4.320000
## 1183               0.0625500             11.596667            NA     4.510000
## 1184               0.0300000              9.145000            NA     2.660000
## 1185                      NA                    NA            NA           NA
## 1186               0.1730770             10.246154     257.00000           NA
## 1187               0.0850000             11.900000            NA     4.090000
## 1188               0.0842820             12.127273     277.00000           NA
## 1189               0.0468330             10.805000            NA     4.436667
## 1190               0.4437500                    NA     248.29167           NA
## 1191               0.2358330             11.671429     249.09091           NA
## 1192               0.0691670             11.783333     304.16667           NA
## 1193               0.2281820                    NA     266.45454           NA
## 1194               0.1176920             10.991667     254.23077           NA
## 1195               0.1818330              9.400000     263.83333     4.227333
## 1196               0.0958000             11.960000     291.40000           NA
## 1197                      NA             11.633333            NA           NA
## 1198               0.0973330             12.453333     252.66667           NA
## 1199               0.0636000              9.406000            NA     3.062000
## 1200               0.1376920                    NA     268.00000           NA
## 1201               0.1000000             12.156250     249.93750           NA
## 1202               0.1973330             11.873333     269.06667           NA
## 1203                      NA                    NA            NA           NA
## 1204               0.1665910                    NA     254.49242           NA
## 1205               0.2383330                    NA     235.00000           NA
## 1206               0.0765670             10.680000            NA     4.723333
## 1207               0.1234000             12.102000     250.20000           NA
## 1208               0.0684000             12.720000            NA     3.577500
## 1209               0.0468330              9.373333            NA     3.485000
## 1210               0.2733330                    NA     259.33333           NA
## 1211               0.1488180             12.618182     225.90909           NA
## 1212                      NA                    NA            NA           NA
## 1213               0.1138460                    NA     269.66667           NA
## 1214               0.0345000              8.300000     262.16667     2.940000
## 1215               0.0365000             10.025000            NA     3.290000
## 1216               0.1575000                    NA     258.81818           NA
## 1217               0.2358330                    NA     254.83333           NA
## 1218               0.2704165                    NA     230.79167           NA
## 1219               0.1756670             11.100000     249.33333     4.593667
## 1220               0.1064290             12.142857     227.00000     5.004286
## 1221               0.0648000             12.820000     293.80000           NA
## 1222               0.0365000              9.516667     302.00000           NA
## 1223               0.0667500             11.710000     273.00000     5.573750
## 1224                      NA              9.211429            NA           NA
## 1225               0.2050000                    NA     250.72727           NA
## 1226               0.1141670             12.300000     287.58333           NA
## 1227               0.0408330             11.018182     296.91667           NA
## 1228               0.0507140              8.598571     292.71429     3.348571
## 1229               0.1067420             12.600000     262.41667           NA
## 1230               0.1997725                    NA     250.94697           NA
## 1231               0.0420170              9.651667            NA     3.223333
## 1232               0.0763640              9.609091     291.27273           NA
## 1233               0.0592310             10.923077     308.69231           NA
## 1234                      NA                    NA            NA           NA
## 1235               0.0300000              8.570000            NA     5.750000
## 1236                      NA                    NA            NA           NA
## 1237                      NA                    NA            NA           NA
## 1238               0.2106000             11.552500     336.85714           NA
## 1239               0.0300000             10.300000            NA     5.160000
## 1240               0.0901630             10.121667     320.00000     7.278750
## 1241               0.0385000             10.126667     342.66667           NA
## 1242               0.1753500             10.696667            NA     9.063333
## 1243               0.0816670              9.200000     337.88889           NA
## 1244               0.1862250              9.600000     394.00000           NA
## 1245               0.1650000             11.618333            NA     6.881667
## 1246               0.3513330             10.000000     376.91667           NA
## 1247               0.0547330             10.400000            NA     6.778333
## 1248               0.0581670             10.320000            NA     5.793333
## 1249               0.4416670                    NA     304.60000           NA
## 1250               0.0778570             10.761429     355.71429           NA
## 1251               0.1510000             10.790000     295.83333     7.065000
## 1252                      NA                    NA            NA           NA
## 1253               0.0550000             14.400000            NA     7.580000
## 1254               0.1650000             13.450000            NA     6.760000
## 1255               0.0324740             10.146111     323.21053           NA
## 1256                      NA                    NA            NA           NA
## 1257                      NA                    NA            NA           NA
## 1258                      NA                    NA            NA           NA
## 1259               0.0618750             10.382500     313.75000     7.091250
## 1260               0.1126000             11.756000            NA     6.164000
## 1261               0.0955710              9.978571     328.85714           NA
## 1262               0.2538330             10.996667     331.83333           NA
## 1263               0.1415710             11.481429            NA     6.257143
## 1264               0.0347710              9.814286            NA     6.594286
## 1265               0.1941670             11.750000     297.66667     8.428000
## 1266               0.0914000             10.956000            NA     7.232000
## 1267               0.0300000             10.083333     327.20000     7.772000
## 1268               0.2600770                    NA     358.33333           NA
## 1269               0.2003730                    NA     380.40000           NA
## 1270               0.1014000              9.472000            NA     6.190000
## 1271                      NA                    NA            NA           NA
## 1272               0.2623080             11.333333     331.38461           NA
## 1273               0.1291300             11.000000     376.13043           NA
## 1274               0.1503330             12.143333            NA     6.040000
## 1275               0.1270200             11.940000            NA     8.400000
## 1276                      NA                    NA            NA           NA
## 1277               0.0742110              9.000000     353.68421           NA
## 1278               0.0740250              9.008333     320.00000     6.512500
## 1279                      NA                    NA            NA           NA
## 1280               0.0525000                    NA     378.06250           NA
## 1281               0.1283470                    NA     348.90000           NA
## 1282               0.4405000             11.300000            NA     8.260000
## 1283                      NA                    NA            NA           NA
## 1284               0.1853850             10.850000     332.50000           NA
## 1285               0.0851430              9.277143            NA     5.705714
## 1286               0.0823110             11.766666     344.19318           NA
## 1287               0.0519330                    NA     349.57143           NA
## 1288               0.1724440             12.137778     360.11111           NA
## 1289               0.2483330                    NA     390.66667           NA
## 1290               0.0754550             11.800000     342.63636           NA
## 1291               0.0483750             10.006154     325.55556           NA
## 1292               0.0300000              9.740000     313.80000     5.870000
## 1293               0.1658000             12.028571     343.65620     8.810000
## 1294               0.2233330             11.000000     326.58333           NA
## 1295               0.0565000              9.207500      76.76250     1.639750
## 1296               0.0600000                    NA            NA           NA
## 1297               0.0374500             11.916667            NA     2.531667
## 1298               0.0442250              9.975000      80.70000     2.206250
## 1299               0.0438330             10.731429      60.76000     2.178333
## 1300               0.0568570             11.414286      61.96667     2.261667
## 1301               0.0456600             11.100000            NA     2.640000
## 1302               0.0521585                    NA     104.00000           NA
## 1303               0.0604050                    NA      67.24000           NA
## 1304               0.0494290             12.500000            NA     1.873333
## 1305               0.0917650             10.800000      84.62500           NA
## 1306               0.0735000             11.710000      68.60000     2.914250
## 1307               0.1256250             11.000000            NA           NA
## 1308               0.0644290             10.644615      86.57143           NA
## 1309               0.0950000                    NA            NA           NA
## 1310               0.0411110                    NA      83.97778           NA
## 1311               0.1150000             10.400000            NA           NA
## 1312               0.0536000             11.426000            NA     1.809200
## 1313               0.0748750             11.456000      71.30000           NA
## 1314               0.0313710             10.185714            NA     2.082857
## 1315               0.0405000              9.963333            NA     1.596667
## 1316               0.0902000             11.428000      72.46000           NA
## 1317               0.0390000              8.668571            NA     1.248000
## 1318               0.1187690              8.898462      75.50833           NA
## 1319               0.0504290             10.901429            NA     1.924286
## 1320               0.0511670             11.555000            NA     2.195000
## 1321               0.0914290             11.200000            NA           NA
## 1322               0.0379500             10.675000            NA     2.461667
## 1323               0.0610000             10.001667            NA     1.608333
## 1324               0.0531430              8.976667      76.00000     1.600000
## 1325               0.0424000             11.872000            NA     1.792000
## 1326               0.0557500             10.157857      62.59091           NA
## 1327               0.0781820                    NA      96.33333           NA
## 1328               0.0541430             10.760000      76.00000     1.942857
## 1329               0.1071430                    NA      64.00000           NA
## 1330               0.0800000                    NA            NA           NA
## 1331               0.0871430                    NA            NA           NA
## 1332               0.0837500             11.200000            NA           NA
## 1333               0.0744000             11.460000      57.26000     2.284000
## 1334               0.1128570                    NA            NA           NA
## 1335               0.0462500             11.300000     117.00000           NA
## 1336               0.0807000              8.916500      70.00000           NA
## 1337               0.0422860             10.487143      63.65000     3.360333
## 1338               0.1250000             11.000000            NA           NA
## 1339               0.0591430                    NA      69.40000           NA
## 1340               0.0355000             10.318333      81.51667     3.578667
## 1341               0.0528500                    NA            NA           NA
## 1342               0.0470500                    NA            NA           NA
## 1343               0.0423500              9.151429      82.16667     1.977000
## 1344               0.0505110              0.000000            NA           NA
## 1345               0.0718750             11.983750      81.93750           NA
## 1346               0.0334290             11.100000            NA     3.044286
## 1347               0.0735170             11.266667     200.16667           NA
## 1348               0.1300000                    NA            NA           NA
## 1349               0.0633330             11.416667            NA           NA
## 1350               0.0303330             11.150000     243.00000     4.122500
## 1351               0.0840000                    NA            NA           NA
## 1352               0.0622000             10.670000            NA     2.712000
## 1353               0.0900000                    NA            NA           NA
## 1354               0.0675000             11.150000     217.83333     3.201667
## 1355                      NA                    NA            NA           NA
## 1356               0.0380000             11.080000            NA     2.520000
## 1357               0.2280000                    NA     232.00000           NA
## 1358               0.0410000             11.200000            NA     2.845000
## 1359               0.0300000             10.818333            NA     3.291667
## 1360               0.0358330             11.221667            NA     2.606667
## 1361               0.0650000             12.233333     208.83333           NA
## 1362               0.0730000             11.680000     238.00000     4.820000
## 1363               0.0833330             11.450000            NA           NA
## 1364               0.1011430             11.200000     261.85714     4.048571
## 1365               0.0434290             11.628571     221.14286           NA
## 1366               0.0300000             11.053333            NA     2.570000
## 1367               0.0541670             11.116667     208.33333           NA
## 1368               0.0832000             11.318000     215.80000     3.364000
## 1369               0.0303330             11.151667            NA     2.391667
## 1370               0.1900000                    NA            NA           NA
## 1371               0.0383750             12.025000     245.00000     3.451250
## 1372               0.0452860             11.445714     234.14286           NA
## 1373               0.0900000             11.533333     263.66667           NA
## 1374               0.0616670             11.800000     236.33333           NA
## 1375               0.0566665                    NA     176.00000           NA
## 1376               0.0421670             10.616667     215.33333           NA
## 1377               0.0733330             11.383333            NA           NA
## 1378               0.0865835             11.138333     215.75000           NA
## 1379               0.1228570             11.300000            NA           NA
## 1380               0.0347600             11.300000            NA     3.400000
## 1381               0.0570000             11.440000     239.80000           NA
## 1382               0.0843330             11.133333     267.33333           NA
## 1383               0.0655710             11.528571            NA     2.692857
## 1384               0.0400000             10.332000            NA     2.826000
## 1385                      NA                    NA            NA           NA
## 1386               0.0710000             11.566667     256.60000     3.476000
## 1387               0.0783330                    NA            NA           NA
## 1388               0.0683330             11.666667     230.83333           NA
## 1389               0.0460000                    NA     228.50000           NA
## 1390               0.0828330             11.916667     254.33333           NA
## 1391               0.0714290                    NA            NA           NA
## 1392               0.0500000             11.150000            NA     2.255000
## 1393               0.0610000             11.400000     263.83333           NA
## 1394               0.1500000                    NA            NA           NA
## 1395               0.1240000             12.200000            NA           NA
## 1396               0.0685000             11.150000            NA     3.250000
## 1397               0.1250000             10.162500            NA           NA
## 1398               0.0916670             11.400000            NA           NA
## 1399               0.0514290             11.371429     275.66667           NA
## 1400               0.1040000             11.350000            NA           NA
## 1401               0.0300000             11.100000            NA     3.580000
## 1402               0.0437500             11.065000            NA     2.257500
## 1403               0.0300000             11.200000            NA     3.111429
## 1404               0.0632000             11.540000            NA     3.372000
## 1405               0.0633330                    NA            NA           NA
## 1406               0.0915000             11.283333     206.66667           NA
## 1407               0.0725000             10.803333     223.50000           NA
## 1408               0.0583330                    NA     176.00000           NA
## 1409               0.0540000                    NA     180.00000           NA
## 1410               0.0450170             11.666667     231.16667           NA
## 1411               0.1388330             11.883333     237.50000           NA
## 1412                      NA                    NA            NA           NA
## 1413               0.0400000             11.000000     232.66667           NA
## 1414               0.0321670             11.116667            NA     2.603333
## 1415               0.0300000             10.966667      33.21667           NA
## 1416                      NA                    NA            NA           NA
## 1417               0.0356670             10.665000      43.25000     1.991667
## 1418                      NA                    NA            NA           NA
## 1419               0.0435710             10.377143            NA     1.951429
## 1420               0.0370000             12.196000            NA     1.857000
## 1421               0.1160330              9.945000            NA     2.843333
## 1422               0.0511110                    NA      37.62500           NA
## 1423               0.0448330             11.000000            NA     2.060000
## 1424                      NA                    NA            NA           NA
## 1425               0.0300000             10.953750      41.25000           NA
## 1426               0.0457140             12.350000            NA     1.968333
## 1427               0.0384000             10.936000            NA     1.426000
## 1428                      NA                    NA      36.93333           NA
## 1429               0.0422220                    NA      38.23333           NA
## 1430               0.0530000             11.560000      43.08000     2.495714
## 1431               0.0450000                    NA            NA           NA
## 1432               0.0351430             11.002857      44.81429           NA
## 1433                      NA                    NA            NA           NA
## 1434               0.0411250             10.637500            NA     2.026250
## 1435               0.0348570             10.468571            NA     1.205143
## 1436               0.0341430             11.942857      33.30000           NA
## 1437                      NA                    NA            NA           NA
## 1438               0.0616670                    NA      76.50000           NA
## 1439               0.0422220                    NA      38.56667           NA
## 1440               0.0318000             12.104000      44.54000           NA
## 1441               0.0470000             11.770000      41.96667     2.830000
## 1442               0.0363330             11.850000      39.25000           NA
## 1443               0.0371250             10.797500      46.31250           NA
## 1444               0.0586670             11.036667      38.83333     1.935250
## 1445               0.0318330             11.491667      45.36667           NA
## 1446                      NA                    NA            NA           NA
## 1447               0.0310000             10.511667      32.80000           NA
## 1448                      NA                    NA            NA           NA
## 1449                      NA                    NA            NA           NA
## 1450               0.0546000             11.916000      37.58000     2.321000
## 1451                      NA                    NA      34.88000           NA
## 1452               0.0363750             10.435000            NA     1.760625
## 1453               0.0381170             12.716667            NA     3.163333
## 1454               0.0303330             10.783333            NA     1.933333
## 1455               0.0308570             12.000000            NA     2.057143
## 1456               0.0591670             11.228333      41.64000           NA
## 1457               0.0521670             11.713333      43.70000           NA
## 1458               0.0324290             10.207143      48.60000           NA
## 1459               0.0414290                    NA      40.71429           NA
## 1460               0.1133330                    NA      42.00000           NA
## 1461               0.0306670              9.956667      51.75000           NA
## 1462               0.0628500             11.111667            NA     2.936667
## 1463               0.0327140             10.311429      39.86667     1.793000
## 1464                      NA                    NA            NA           NA
## 1465               0.0533330                    NA            NA           NA
## 1466                      NA                    NA            NA           NA
## 1467               0.0411670             12.350000      44.81667           NA
## 1468               0.0594290              9.957143      43.30000     2.001429
## 1469               0.0400000                    NA            NA           NA
## 1470                      NA                    NA            NA           NA
## 1471               0.0412500                    NA      40.62500           NA
## 1472                      NA                    NA            NA           NA
## 1473               0.0328570             10.990000      44.78571           NA
## 1474               0.0648830             11.650000            NA     2.943333
## 1475               0.0422000             12.396000      39.90000     2.476000
## 1476               0.0900000                    NA      80.33333           NA
## 1477               0.0325000              9.176667            NA           NA
## 1478               0.0400000                    NA      43.66667           NA
## 1479               0.0471670             12.433333      34.75000     1.991667
## 1480               0.1025000             12.080000            NA           NA
## 1481               0.2020000             11.450000            NA           NA
## 1482               0.1125000             14.450000            NA           NA
## 1483               0.7000000                    NA            NA           NA
## 1484                      NA                    NA            NA           NA
## 1485               0.1046670             10.100000            NA           NA
## 1486               0.2457140             10.633333            NA           NA
## 1487               0.0548000             11.320000            NA           NA
## 1488               0.2000000                    NA            NA           NA
## 1489               0.1998330             10.150000            NA           NA
## 1490               0.2618000             10.560000            NA           NA
## 1491               0.2073330             10.300000            NA           NA
## 1492               0.0987500             10.850000     257.00000     2.865667
## 1493               0.3000000                    NA            NA           NA
## 1494                      NA                    NA            NA           NA
## 1495                      NA                    NA            NA           NA
## 1496                      NA                    NA            NA           NA
## 1497               0.0400000             18.750000            NA           NA
## 1498               0.8577780             11.900000            NA           NA
## 1499               0.1159290             10.122857            NA     5.090000
## 1500               0.2912500                    NA            NA           NA
## 1501               0.1343330             11.510000     271.33333     7.185000
## 1502                      NA                    NA            NA           NA
## 1503               0.2564000             10.900000            NA           NA
## 1504               0.1256000             10.274000     216.60000           NA
## 1505               0.1564000             13.320000            NA           NA
## 1506               0.4000000                    NA            NA           NA
## 1507               0.1857140                    NA            NA           NA
## 1508               0.1366670                    NA            NA           NA
## 1509               0.1053330             13.133333            NA           NA
## 1510               0.4916670                    NA            NA           NA
## 1511               0.1255000             10.280000            NA           NA
## 1512                      NA                    NA            NA           NA
## 1513               0.1065710             11.400000            NA           NA
## 1514                      NA                    NA            NA           NA
## 1515               0.5650000             12.833333            NA           NA
## 1516               0.1730000             12.400000     162.00000     4.439000
## 1517               0.0600000             14.980000            NA           NA
## 1518               0.5275000                    NA            NA           NA
## 1519               0.0666830              8.933333            NA     2.803333
## 1520               0.1020000             13.740000            NA           NA
## 1521               0.2180000                    NA            NA           NA
## 1522               0.0950000             10.000000            NA           NA
## 1523               0.0854290             12.871429     304.57143           NA
## 1524               0.1283330              9.948333     237.33333           NA
## 1525               0.1042000             12.190000            NA     5.138333
## 1526                      NA                    NA            NA           NA
## 1527               0.1593330             10.133333     274.16667           NA
## 1528               0.1240000             11.500000     249.75000           NA
## 1529               0.2760000              9.308000            NA     2.724600
## 1530               0.2675000              9.295000     195.50000           NA
## 1531                      NA                    NA            NA           NA
## 1532               0.1114330             10.456667            NA     0.841833
## 1533               0.0771670             12.460000            NA           NA
## 1534               0.1960000              9.960000            NA           NA
## 1535               0.0390000             10.395000            NA     2.600000
## 1536               0.1000000                    NA            NA           NA
## 1537               0.0647000             10.440000            NA     2.725000
## 1538               0.0545000              9.766667            NA           NA
## 1539               0.2242860             11.650000            NA           NA
## 1540               0.0890000              9.940000            NA           NA
## 1541               0.1440000                    NA            NA           NA
## 1542               0.1490000             11.183333            NA           NA
## 1543               0.1586000             11.950000     465.20000     4.880000
## 1544               0.0864290             11.685714            NA           NA
## 1545               0.0756000             11.520000            NA           NA
## 1546               0.1090000             11.300000            NA           NA
## 1547               0.0715000              9.700000     667.75000     2.467000
## 1548               0.1680000                    NA            NA           NA
## 1549                      NA                    NA            NA           NA
## 1550                      NA                    NA            NA           NA
## 1551               0.0190500             10.270000            NA     2.905000
## 1552               0.0400000             13.550000            NA           NA
## 1553               0.0775000             13.125000            NA           NA
## 1554               0.0900000             12.687500            NA           NA
## 1555               0.0590000              8.420000            NA     2.140000
## 1556               0.0650000              7.900000            NA     0.389000
## 1557               0.1022220                    NA            NA           NA
## 1558               0.0515000             11.350000            NA           NA
## 1559               0.0347500              9.050000            NA     2.210000
## 1560               0.0644000             13.050000            NA           NA
## 1561               0.2560000             12.040000     480.80000           NA
## 1562               0.1850000             12.740000            NA           NA
## 1563               0.1083330                    NA            NA           NA
## 1564               0.1293330              8.688333     659.16667     1.408500
## 1565               0.0683330                    NA            NA           NA
## 1566               0.0783330                    NA            NA           NA
## 1567               0.0936670              9.900000            NA           NA
## 1568                      NA                    NA            NA           NA
## 1569               0.0620000              9.971429     483.00000           NA
## 1570                      NA                    NA            NA           NA
## 1571               0.0647000             12.000000            NA     2.946667
## 1572               0.3183330             12.500000            NA           NA
## 1573               0.0900000             12.940000            NA           NA
## 1574               0.1525000                    NA            NA           NA
## 1575               0.1340000             13.240000            NA           NA
## 1576               0.0300000             12.100000            NA     3.520000
## 1577               0.1380000                    NA            NA           NA
## 1578               0.0625000              9.833333            NA           NA
## 1579               0.0406670              8.750000     584.33333           NA
## 1580               0.1491670              9.761667     507.33333           NA
## 1581               0.0670330             11.741667            NA     3.148333
## 1582               0.0668330             11.250000     501.83333           NA
## 1583               0.1305000             11.750000     548.75000           NA
## 1584               0.0880000             11.355000            NA     4.595000
## 1585               0.0991670                    NA     532.00000           NA
## 1586                      NA                    NA            NA           NA
## 1587               0.1356000              8.350000            NA     0.567667
## 1588               0.0780000                    NA     195.20000           NA
## 1589               0.0485000             10.380000            NA     2.044000
## 1590               0.0300000              9.710000            NA     2.323333
## 1591               0.0300000              9.996000            NA     2.028000
## 1592               0.0783330             10.550000     204.00000           NA
## 1593               0.0300000              9.108000     240.25000     2.146000
## 1594               0.0345710             10.682857     150.74000     2.015714
## 1595               0.0540000             12.060000     187.66667           NA
## 1596                      NA                    NA            NA           NA
## 1597               0.0330000              9.881667            NA     2.316667
## 1598               0.0300000             10.700000            NA     2.055000
## 1599               0.0366000             11.640000     165.60000           NA
## 1600               0.0312500              9.332500            NA     1.932500
## 1601               0.0480000              9.920000     250.60000           NA
## 1602               0.0678330             11.066667     173.66667           NA
## 1603               0.0400000              9.028571     196.28571           NA
## 1604                      NA                    NA            NA           NA
## 1605               0.0480000                    NA     229.60000           NA
## 1606               0.0467500             11.050000     166.50000     2.397500
## 1607               0.0900000                    NA     200.33333           NA
## 1608               0.0300000              9.655000            NA     2.111667
## 1609               0.0335710             10.833333     203.50000     1.795000
## 1610               0.0336670             10.100000     258.16667           NA
## 1611               0.0374290             10.480000     217.71429     2.681429
## 1612               0.0455560              9.800000     239.88889           NA
## 1613               0.0850000                    NA     225.33333           NA
## 1614               0.0357140              9.600000            NA     2.317143
## 1615               0.0300000             10.884000            NA     2.014000
## 1616               0.0357140              9.277143            NA     1.965714
## 1617               0.1383330             11.166667     172.50000           NA
## 1618               0.0300000              9.712000            NA     2.160000
## 1619               0.0396000             10.200000     169.40000     2.553400
## 1620               0.0300000             10.440000            NA     2.525000
## 1621               0.0300000              9.480000            NA     1.890000
## 1622               0.0338000              8.862000     196.20000     2.530000
## 1623               0.1166670             10.700000     215.33333           NA
## 1624               0.0378570              9.724286     207.16667     2.765714
## 1625               0.0310000             10.366000     186.20000     2.736000
## 1626               0.0478000             10.460000     191.60000           NA
## 1627               0.0323330              9.216667     214.50000     2.796000
## 1628               0.0320000              8.995000            NA     1.892667
## 1629               0.0866670                    NA     213.16667           NA
## 1630               0.0414290             10.171429     209.42857           NA
## 1631               0.0416670             10.371429     202.83333           NA
## 1632               0.0349830             10.198333            NA     2.616667
## 1633               0.0300000             10.240000     203.00000           NA
## 1634               0.0300000              9.793333     202.83333     2.168333
## 1635               0.0414290              9.578571            NA     2.727143
## 1636               0.0300000              9.521667            NA     1.918333
## 1637               0.0300000             10.025000            NA     1.945000
## 1638               0.0700000             10.133333     167.50000           NA
## 1639               0.0300000              9.360000            NA     2.361667
## 1640               0.0391250              9.970000     174.16667     2.148333
## 1641               0.0733330                    NA     185.16667           NA
## 1642               0.0300000             10.561667     205.66667           NA
## 1643               0.0523330              9.966667     222.33333           NA
## 1644               0.0533330              9.828571     223.85714           NA
## 1645               0.0342000             10.236000     197.40000     2.774000
## 1646               0.0511110             10.250000     213.00000           NA
## 1647               0.0300000              9.602000            NA     2.006000
## 1648               0.0300000              8.997500            NA     1.559000
## 1649               0.0328330             10.283333     246.33333           NA
## 1650               0.0600000                    NA     210.00000           NA
## 1651               0.0304000             10.736000            NA     1.664000
## 1652               0.0322000              9.534000            NA     1.932000
## 1653               0.0466670                    NA     188.80000           NA
## 1654               0.0416670              9.900000     220.16667           NA
## 1655               0.0380400             10.212000            NA     2.168000
## 1656               0.0850000                    NA     183.75000           NA
## 1657               0.0300000              9.900000     183.00000     2.292000
## 1658               0.0381250             10.311111            NA     2.491250
## 1659               0.1025000                    NA     177.50000           NA
## 1660               0.0300000              9.548333     235.66667           NA
## 1661               0.0400000                    NA     154.16667           NA
## 1662               0.0785000             11.000000     197.00000           NA
## 1663               0.0400000              9.885714     214.57143           NA
## 1664               0.0300000             10.040000            NA     6.840000
## 1665               0.0891670             11.633333     367.33333     8.498333
## 1666               0.0438570             10.985714            NA           NA
## 1667               0.0302860             11.205714            NA     5.326667
## 1668               0.0420000             11.094286            NA     7.395714
## 1669                      NA                    NA            NA           NA
## 1670               0.0797500              9.550000            NA           NA
## 1671               0.0480000              9.085000     388.66667     5.200667
## 1672               0.0591670             11.838333     417.50000    11.541000
## 1673               0.0478570             12.014286            NA           NA
## 1674               0.0395000             10.698333            NA     5.500000
## 1675               0.0434290             10.142857     416.42857     7.167429
## 1676               0.0345000             11.503333            NA     7.760000
## 1677               0.0416670             11.758333            NA     6.545000
## 1678               0.0426670              9.770000            NA     5.253333
## 1679                      NA                    NA            NA           NA
## 1680               0.0875000             12.216667            NA           NA
## 1681                      NA                    NA            NA           NA
## 1682                      NA                    NA            NA           NA
## 1683               0.0415000              9.200000            NA           NA
## 1684                      NA                    NA            NA           NA
## 1685               0.0571670             12.300000            NA           NA
## 1686               0.0600000             12.300000            NA     4.400000
## 1687               0.0584000             11.192000            NA     5.665000
## 1688               0.1100000              8.100000            NA           NA
## 1689               0.0368000              8.481667            NA     6.260000
## 1690                      NA                    NA            NA           NA
## 1691               0.0628330             11.200000            NA           NA
## 1692                      NA                    NA            NA           NA
## 1693               0.0564290              9.415714            NA     5.048571
## 1694               0.0568330             11.911667     344.50000    12.946667
## 1695               0.0304000              8.986667            NA     2.960000
## 1696               0.0387140             12.808571            NA     7.136000
## 1697               0.1838330             11.341667     427.50000     9.120500
## 1698                      NA                    NA            NA           NA
## 1699               0.0606670             11.983333            NA           NA
## 1700               0.0420000              8.420000            NA     4.810000
## 1701               0.1031670             12.200000            NA           NA
## 1702                      NA                    NA            NA           NA
## 1703               0.0825000             10.933333            NA           NA
## 1704               0.1617140              9.512857            NA     4.288571
## 1705               0.0371670              9.643333            NA     4.361667
## 1706               0.0403330             11.500000            NA     6.070000
## 1707               0.0625000              9.116667     437.66667     4.508833
## 1708               0.0654290              9.290000            NA     5.045000
## 1709               0.0701670              9.100000            NA           NA
## 1710               0.0386600             11.880000            NA     6.660000
## 1711                      NA                    NA            NA           NA
## 1712               0.0371670              9.183333     454.80000     3.925000
## 1713                      NA                    NA            NA           NA
## 1714               0.0745000             12.210000     380.50000    11.090000
## 1715               0.2790000              9.185000            NA     5.776667
## 1716               0.0980000                    NA            NA           NA
## 1717               0.0300000             10.771429            NA     2.900000
## 1718               0.0330000             11.793333     218.80000           NA
## 1719               0.0436670             11.483333     210.83333     3.794000
## 1720               0.0380000             10.966667     207.40000     3.678000
## 1721               0.0540000             11.360000     202.20000     3.618000
## 1722               0.0598570             10.667143     187.57143     2.985714
## 1723               0.0966670             11.116667            NA           NA
## 1724               0.0816670             10.550000            NA           NA
## 1725               0.0522000             11.833333            NA           NA
## 1726               0.1380000             12.360000            NA           NA
## 1727               0.1712500             10.557143            NA           NA
## 1728               0.0704000             12.471429            NA           NA
## 1729               0.0300000             10.133333            NA     3.220000
## 1730               0.1400000             10.040000            NA           NA
## 1731               0.1562500                    NA            NA           NA
## 1732               0.1412500             10.175000            NA           NA
## 1733               0.0545000             11.383333            NA     3.056667
## 1734               0.0300000             10.450000            NA     2.390000
## 1735               0.1350000                    NA            NA           NA
## 1736               0.0905710             10.400000            NA           NA
## 1737               0.0380000             10.448750     219.57143     3.554286
## 1738               0.0850000             10.750000            NA           NA
## 1739               0.0520560             11.642857            NA           NA
## 1740               0.0378330             10.600000            NA     2.585000
## 1741                      NA                    NA            NA           NA
## 1742               0.0331430             10.852857            NA           NA
## 1743               0.0483750             11.116667            NA           NA
## 1744               0.0483330             11.100000     184.00000           NA
## 1745               0.0974290             11.166667     168.55714           NA
## 1746               0.0314290             10.942857            NA     3.181429
## 1747               0.0626670             11.170000     189.83333           NA
## 1748               0.0797270             11.000000            NA           NA
## 1749               0.0415560             11.117692     182.85714           NA
## 1750               0.1033330             12.216667            NA           NA
## 1751               0.0746670             11.476667     177.00000           NA
## 1752               0.1542500             11.242857     202.50000     3.413333
## 1753               0.0338330             10.533333     178.66667           NA
## 1754               0.1000000             12.080000            NA           NA
## 1755               0.0686670             11.323334     183.41667           NA
## 1756               0.1115830             11.400000            NA     2.992000
## 1757               0.0437170             11.633333            NA     3.208333
## 1758               0.0311670             10.585000            NA           NA
## 1759               0.0940000             10.300000            NA           NA
## 1760               0.0580000                    NA            NA           NA
## 1761               0.0981670              9.983333     172.00000           NA
## 1762               0.1450000                    NA            NA           NA
## 1763               0.0757140             11.520000            NA           NA
## 1764               0.0368750             10.195000     198.87500     3.030000
## 1765               0.0300000             10.525000            NA           NA
## 1766                      NA                    NA            NA           NA
## 1767               0.0380000             10.762857            NA     2.726667
## 1768               0.0596780             11.183333            NA           NA
## 1769               0.1585710                    NA            NA           NA
## 1770               0.0436670             11.420000     207.33333     3.735000
## 1771                      NA                    NA            NA           NA
## 1772               0.0328330              9.225000            NA           NA
## 1773               0.0300000             12.300000            NA     3.080000
## 1774               0.0400000             10.600000            NA           NA
## 1775               0.0644290             10.760000            NA     4.951429
## 1776               0.0783330             13.000000            NA           NA
## 1777               0.1285000             10.900000            NA     4.410000
## 1778               0.0408330              9.516667     434.66667           NA
## 1779                      NA                    NA            NA           NA
## 1780               0.0900000                    NA            NA           NA
## 1781                      NA                    NA            NA           NA
## 1782               0.1476000             10.378000            NA    12.145000
## 1783               0.0726670              8.543333            NA     4.761667
## 1784               0.0917670             11.065000            NA     5.013333
## 1785               0.0702860             10.291429     355.14286     4.420000
## 1786               0.0895710             11.727143            NA     5.133333
## 1787               0.0581670              9.201667            NA     3.286667
## 1788               0.1240000             11.000000            NA           NA
## 1789               0.1250000              9.940000            NA     3.415000
## 1790               0.0733330                    NA            NA           NA
## 1791               0.0446250             11.193750     340.16667     4.696667
## 1792               0.1415000              9.118333            NA           NA
## 1793               0.0925000             10.100000     294.00000     6.227500
## 1794               0.1143500              9.742857     395.66667           NA
## 1795               0.0673330             10.120000     349.83333     5.158333
## 1796               0.1015330             10.066667            NA     3.810000
## 1797               0.0955000              8.386667     440.33333           NA
## 1798               0.0491670              9.760000     371.33333           NA
## 1799               0.1140000             11.180000     357.80000     6.248000
## 1800               0.1714000             10.590000            NA     4.896667
## 1801               0.1315000             11.900000            NA     5.065000
## 1802               0.1200000             10.550000     386.50000     6.820000
## 1803               0.0802500             10.437500     368.00000           NA
## 1804               0.1476000             10.378000            NA    12.145000
## 1805               0.0323330              9.570000            NA           NA
## 1806               0.0510000             11.400000            NA           NA
## 1807               0.2225500             11.033333     399.50000           NA
## 1808               0.0475000             10.315000            NA     3.550000
## 1809               0.0773330             10.145000            NA     5.045000
## 1810               0.1600000                    NA            NA           NA
## 1811               0.2233330             10.400000     389.00000           NA
## 1812               0.0783330             11.233333            NA           NA
## 1813                      NA                    NA            NA           NA
## 1814               0.1100000             12.150000            NA           NA
## 1815               0.1176670              9.483333     390.83333     5.083667
## 1816               0.0834000             11.600000     429.40000           NA
## 1817               0.1048000             10.690000            NA           NA
## 1818               0.1700000             11.960000            NA           NA
## 1819               0.2574000              9.060000            NA     3.844000
## 1820               0.2183330                    NA            NA           NA
## 1821               0.1387140             11.271429     317.28571     5.680000
## 1822               0.1486670             11.021667            NA     5.190000
## 1823               0.1760000             12.150000            NA           NA
## 1824               0.2100000             12.050000            NA           NA
## 1825               0.0535000             12.200000            NA     5.095000
## 1826               0.7366670                    NA            NA           NA
## 1827               0.0472500              9.860000            NA     3.735000
## 1828               0.1068330              9.890000            NA     5.693333
## 1829               0.0393330             10.343333            NA     3.798333
## 1830               0.3183330                    NA            NA           NA
## 1831               0.1605000             12.633333     322.83333           NA
## 1832               0.0578290              9.648571            NA     3.732857
## 1833               0.0300000              9.730000            NA     3.473333
## 1834               0.1716670                    NA            NA           NA
## 1835               0.3200000             10.500000     389.00000           NA
## 1836               0.1638330             10.633333     317.33333     5.196667
## 1837               0.1336670             11.026667     397.66667           NA
## 1838               0.0997140             10.757143            NA     3.963333
## 1839               0.1362000             11.300000     458.60000           NA
## 1840               0.1218000             12.550000            NA     5.225000
## 1841                      NA                    NA            NA           NA
## 1842               0.0720000             10.521111     389.20000     5.770000
## 1843               0.0730000              9.282857            NA           NA
## 1844               0.1183330             12.633333            NA           NA
## 1845               0.0400000             10.766667            NA           NA
## 1846               0.0512860              8.227143     349.28571     3.608571
## 1847               0.2156500             10.966667     415.00000           NA
## 1848               0.1403330             11.166667     324.00000           NA
## 1849               0.0833330              9.900000            NA           NA
## 1850               0.0466670             10.900000            NA           NA
## 1851               0.1438330             11.683333            NA    12.500000
## 1852               0.0336670             11.428333     387.50000    11.405000
## 1853               0.3255000              9.340000     430.50000    13.680000
## 1854               0.8280000                    NA            NA           NA
## 1855               0.1466670             10.633333            NA           NA
## 1856               0.0712500             11.200000            NA           NA
## 1857               0.0475710             11.842857     400.00000           NA
## 1858               0.3833330                    NA            NA           NA
## 1859               0.8642860             12.566667            NA           NA
## 1860               0.1025000             12.900000            NA           NA
## 1861               0.0560000              9.950000            NA           NA
## 1862               0.0590500              9.293333            NA     9.708333
## 1863               0.4320000             12.800000            NA           NA
## 1864               0.2840000             13.100000            NA           NA
## 1865               0.0344000             10.556000     421.00000    13.480000
## 1866               0.0480000             11.500000     394.00000           NA
## 1867               0.8450000                    NA            NA           NA
## 1868               0.1826670             11.366667            NA           NA
## 1869               0.1557140                    NA            NA           NA
## 1870               0.0310000              8.860000            NA     9.075000
## 1871               0.0690000              9.728333            NA    10.711667
## 1872               0.2102860             12.514286            NA           NA
## 1873               0.2005000             11.883333     408.33333           NA
## 1874               0.2510000             10.600000     428.40000           NA
## 1875               0.1213330             12.166667     410.50000    12.633333
## 1876               0.0748000              9.400000            NA     9.514000
## 1877               0.0904290             12.264286     442.71429    11.727143
## 1878               0.1128570             12.428571            NA           NA
## 1879               0.0752000              9.984000            NA    11.033333
## 1880               0.1530000             11.933333            NA           NA
## 1881               0.1113000             11.780000            NA    12.060000
## 1882               0.1974000              8.540000     423.40000    10.246000
## 1883               0.1104000             10.816000     448.20000    16.100000
## 1884               0.0430170             10.235000            NA     9.315000
## 1885               0.6312500                    NA            NA           NA
## 1886               0.2450000             11.800000            NA           NA
## 1887               0.0918330             10.460000     382.33333           NA
## 1888               0.2128570             10.150000            NA           NA
## 1889               0.1238330             10.233333            NA           NA
## 1890               0.0718330             11.501250            NA    13.026667
## 1891               0.9183330             12.900000            NA           NA
## 1892               0.1013330             11.535000            NA    12.350000
## 1893               0.2150000              9.833333            NA           NA
## 1894               0.0665000             11.483333            NA    10.841667
## 1895               0.1025000             10.766667     385.50000           NA
## 1896               0.1463330             11.800000     406.50000    13.650000
## 1897               0.7400000                    NA            NA           NA
## 1898               0.0653330             12.350000            NA    12.750000
## 1899               0.2583330             10.200000            NA           NA
## 1900               0.5083330             11.760000            NA           NA
## 1901               0.0806500             11.980000            NA    10.263833
## 1902               0.0710000             12.400000            NA    13.600000
## 1903               0.0873330             11.075000     373.33333    10.023333
## 1904               0.2166670              9.900000            NA           NA
## 1905               0.0738330             10.310000            NA     9.736667
## 1906               0.0585710              8.225000            NA           NA
## 1907               0.0788000             11.120000     142.20000           NA
## 1908               0.0550000             11.657143     142.14286     4.527143
## 1909               0.0300000             11.366667            NA           NA
## 1910               0.2240000                    NA            NA           NA
## 1911               0.0400000             10.666667     156.83333           NA
## 1912               0.0750000                    NA            NA           NA
## 1913               0.0783330                    NA            NA           NA
## 1914               0.0450000             12.575000            NA     3.630000
## 1915               0.0500000                    NA            NA           NA
## 1916               0.0316670              9.918333            NA     3.118333
## 1917               0.0600000             11.883333            NA           NA
## 1918               0.0571430             12.171429            NA     3.075000
## 1919               0.0451670             11.383333     136.00000           NA
## 1920                      NA                    NA     122.00000           NA
## 1921               0.0487500             12.314286            NA           NA
## 1922               0.0550000             14.150000            NA           NA
## 1923               0.0417140             10.714286     173.71429           NA
## 1924               0.0340000             10.428571     147.20000           NA
## 1925               0.0440000             10.400000     151.20000     4.421000
## 1926                      NA                    NA            NA           NA
## 1927               0.0750000             13.150000            NA           NA
## 1928                      NA                    NA            NA           NA
## 1929               0.0498570             11.385714            NA           NA
## 1930               0.1260000             10.350000     131.56000           NA
## 1931               0.0660000              8.450000            NA           NA
## 1932               0.0427630             11.625000            NA     4.456250
## 1933               0.0550000             11.400000            NA           NA
## 1934               0.0400000             12.250000            NA           NA
## 1935               0.0833330              9.998333            NA     4.130000
## 1936               0.1400000                    NA            NA           NA
## 1937               0.1250000             12.583333            NA           NA
## 1938               0.0400000             13.120000            NA           NA
## 1939               0.1004000             12.360000     221.00000           NA
## 1940               0.0400000             11.200000            NA           NA
## 1941               0.0565710             10.342857     149.42857           NA
## 1942               0.1373330             11.566667     129.33333           NA
## 1943               0.0850000             11.083333     174.16667           NA
## 1944               0.0801430             11.450000     126.85714     4.390000
## 1945                      NA                    NA            NA           NA
## 1946                      NA                    NA            NA           NA
## 1947               0.0566670             11.550000            NA           NA
## 1948               0.0372110             10.017778            NA     3.894444
## 1949               0.0838000             12.280000     151.20000           NA
## 1950               0.0806000             10.480000            NA           NA
## 1951                      NA                    NA            NA           NA
## 1952               0.1121670             11.585714     155.75000     4.716667
## 1953               0.1228570             12.014286     130.62857           NA
## 1954               0.0533330                    NA            NA           NA
## 1955               0.0525000                    NA            NA           NA
## 1956                      NA                    NA            NA           NA
## 1957               0.1014290             10.750000            NA           NA
## 1958               0.0510000              9.723333     140.15000     3.958333
## 1959               0.0365000             11.133333     145.50000     4.310000
## 1960               0.0631430              9.991429            NA    13.298571
## 1961               0.0651670             12.016667     629.75000    12.716667
## 1962               0.0518890              9.862500            NA           NA
## 1963               0.0448570              8.941667     511.85714           NA
## 1964               0.0614290             11.300000            NA           NA
## 1965               0.1041430             10.825000            NA           NA
## 1966               0.0618570             11.128571            NA    15.471429
## 1967               0.0395710              9.074286     525.00000           NA
## 1968               0.0721000             11.425714            NA    15.342857
## 1969               0.0855000             11.550000            NA           NA
## 1970               0.0671670             11.383333     537.50000    14.883333
## 1971               0.0890000             11.500000            NA           NA
## 1972               0.0600000             10.915714            NA    15.142857
## 1973               0.0456250                    NA            NA           NA
## 1974               0.0578000             11.800000            NA    16.100000
## 1975               0.0673330             11.250000     556.00000    15.016667
## 1976               0.1118330             10.274000            NA    15.050000
## 1977               0.0760000             12.560000            NA           NA
## 1978               0.1865710             11.214286            NA           NA
## 1979               0.0683330             13.400000     708.66667           NA
## 1980               0.0990000             11.616667            NA           NA
## 1981               0.1116670                    NA            NA           NA
## 1982               0.1500000             11.880000            NA           NA
## 1983               0.1450000                    NA            NA           NA
## 1984               0.0466000             10.200000     648.40000           NA
## 1985               0.0808330                    NA            NA           NA
## 1986                      NA                    NA            NA           NA
## 1987               0.0510000             10.542857            NA    14.242857
## 1988               0.0601670             10.880000            NA    14.050000
## 1989               0.0967500              9.675000     650.50000           NA
## 1990               0.0853330             11.383333     608.83333           NA
## 1991               0.1106000             11.100000            NA    14.398000
## 1992               0.0510000             11.640000     582.40000    11.043333
## 1993               0.0575000             11.983333            NA           NA
## 1994               0.1115710             11.471429            NA           NA
## 1995               0.0493330             10.070000            NA    14.866667
## 1996               0.0350000              9.930000            NA    14.000000
## 1997               0.0674000             11.900000     606.00000           NA
## 1998               0.0585000             10.396667            NA    13.766667
## 1999               0.0534000             10.198333            NA    14.883333
## 2000               0.0353330             10.800000     626.00000           NA
## 2001               0.1216670             11.550000            NA           NA
## 2002               0.3100000                    NA            NA           NA
## 2003               0.0700000             11.100000            NA           NA
## 2004               0.0388330             11.416667     651.66667           NA
## 2005               0.0735000             11.400000            NA           NA
## 2006               0.0630670             10.066667            NA    14.083333
## 2007               0.0500000             10.914286            NA           NA
## 2008               0.0606670             11.050000            NA    15.550000
## 2009               0.2240000                    NA            NA           NA
## 2010               0.1314290             10.628571            NA           NA
## 2011               0.1083330             10.600000            NA           NA
## 2012               0.0396000              9.683333     602.83333    15.550000
## 2013               0.1194000              9.582000     544.40000    12.976000
## 2014               0.0831670             11.083333            NA           NA
## 2015               0.0441670              9.500000     608.83333           NA
## 2016               0.0322860              8.401429     505.85714           NA
## 2017                      NA                    NA            NA           NA
## 2018               0.0787500             11.562857     581.62500           NA
## 2019               0.0880000             11.580000     369.60000           NA
## 2020               0.0576670             11.383333     415.16667    10.213333
## 2021               0.0310000             10.050000            NA     9.088000
## 2022               0.1385710             10.314286     541.42857           NA
## 2023               0.2136360                    NA     468.00000           NA
## 2024               0.1096670             10.766667     480.50000           NA
## 2025               0.1918330             11.011667            NA     8.093333
## 2026               0.0880000             10.680000     448.60000           NA
## 2027               0.0311670             11.018182     437.66667           NA
## 2028               0.0347500              9.743333            NA     9.675000
## 2029               0.1745000              9.651667            NA     6.525000
## 2030               0.2921430              9.025000     517.33333           NA
## 2031               0.0412500              9.482500     439.16667    11.150000
## 2032               0.0433330              9.893333     461.66667     8.886500
## 2033               0.0434290              9.412857     413.85714     9.877143
## 2034               0.0628570              9.407143     476.14286           NA
## 2035               0.1495000              9.333333     412.66667           NA
## 2036               0.9076670             11.550000     444.50000    12.450000
## 2037               0.0858890             12.437500     420.88889           NA
## 2038               0.1132000             10.830000     372.36364           NA
## 2039               0.1439420             12.172727     477.91667           NA
## 2040               0.2500000                    NA     388.66667           NA
## 2041               0.0446670             10.773333     449.66667           NA
## 2042               0.0828570             11.438571            NA     7.020000
## 2043               0.0328330              9.758333            NA     4.463333
## 2044               0.1926670              8.128571     592.14286           NA
## 2045               0.0858890             12.437500     420.88889           NA
## 2046               0.1900000              9.810000            NA    10.151667
## 2047               0.6042860                    NA     426.42857           NA
## 2048               0.3490000                    NA     383.25000           NA
## 2049               0.0857140              9.400000     528.85714           NA
## 2050               0.0324000              8.738000            NA     5.045000
## 2051               0.0702000             11.800000            NA     9.678000
## 2052               0.1713900             14.288889     441.10000           NA
## 2053               0.2388890             10.944444     479.16667           NA
## 2054               0.0625710              9.380000            NA     6.452500
## 2055               0.0966670             10.145455     580.41667           NA
## 2056               0.1517650             10.229412     463.23529           NA
## 2057               0.0418570             11.445714     421.00000     9.281667
## 2058               0.1010500             11.350000            NA    10.916667
## 2059               0.0540000              8.673333            NA     6.298000
## 2060               0.0517690             10.533333     454.61539           NA
## 2061               0.0440000              8.168571            NA     7.520000
## 2062               0.1292000             10.840000     427.25000    12.517500
## 2063               0.0668000             10.710000     415.75000    11.546000
## 2064               0.0661430             10.860000            NA     7.327143
## 2065               0.0756000             13.850000     478.20000           NA
## 2066               0.0446000             11.148000            NA     7.272000
## 2067               0.0547140             10.871429     459.57143           NA
## 2068               0.2041670             11.006667            NA    10.113333
## 2069               0.0587140             10.388571     383.14286    10.757143
## 2070               0.0502000              9.562000            NA     7.800000
## 2071               0.0901670             11.343333     447.83333           NA
## 2072               0.0481820              9.020000     468.00000           NA
## 2073               0.0300000             10.180000            NA     6.892500
## 2074               0.1825000             10.285714     489.62500           NA
## 2075               0.0881820             10.620000     490.18182           NA
## 2076               0.1154670             15.316667     474.16667           NA
## 2077               0.0811110             11.177778            NA           NA
## 2078               0.0971670             11.700000     185.83333           NA
## 2079               0.0883330                    NA            NA           NA
## 2080               0.0590000             11.066667            NA           NA
## 2081               0.0646360             10.540000            NA           NA
## 2082               0.0965000             11.966667            NA           NA
## 2083               0.0811110             11.177778            NA           NA
## 2084               0.2983330                    NA            NA           NA
## 2085               0.1133330             10.900000            NA           NA
## 2086               0.1500000             12.450000            NA           NA
## 2087               0.1570000             12.333333            NA           NA
## 2088               0.1220000             12.266667            NA     4.051667
## 2089               0.1228570                    NA            NA           NA
## 2090               0.2112500             13.350000            NA           NA
## 2091               0.0681430             11.866667            NA           NA
## 2092               0.0954290              9.185714     175.28571           NA
## 2093               0.0886670             12.400000     157.00000     3.322000
## 2094                      NA                    NA            NA           NA
## 2095               0.0775000             10.620000     151.00000           NA
## 2096               0.0300000             12.100000            NA     3.116667
## 2097               0.0623330             11.900000            NA     4.368333
## 2098               0.0726670             12.400000            NA           NA
## 2099               0.0300000             10.000000            NA     3.592000
## 2100               0.0330000              9.710000            NA     3.546667
## 2101               0.0506670             11.533333            NA     2.955000
## 2102               0.0594000             11.400000            NA           NA
## 2103               0.0560000             10.742857     185.71429           NA
## 2104               0.1568330             12.733333            NA           NA
## 2105               0.0787500             10.175000            NA           NA
## 2106               0.1692860             10.878571            NA           NA
## 2107               0.1690000             12.714286            NA           NA
## 2108               0.0300000             13.500000     149.66667     3.496667
## 2109               0.3172500                    NA            NA           NA
## 2110               0.1132500             11.750000     148.50000           NA
## 2111               0.1700000                    NA            NA           NA
## 2112               0.0565710             10.600000     178.00000     5.022000
## 2113               0.0777140              9.884286            NA     4.432857
## 2114               0.1075000             11.850000            NA           NA
## 2115               0.0580000             10.033333     196.16667           NA
## 2116               0.0610000             12.600000            NA     4.056667
## 2117               0.0850000             11.700000            NA           NA
## 2118               0.3425000                    NA            NA           NA
## 2119               0.0825560             10.733333            NA           NA
## 2120               0.1248165             12.606666            NA           NA
## 2121               0.1854000             12.700000            NA           NA
## 2122               0.1145000             11.233333     183.33333           NA
## 2123               0.0350000             10.800000     166.00000     4.840000
## 2124               0.2644440             12.000000            NA           NA
## 2125                      NA                    NA            NA           NA
## 2126               0.0435000             10.028333            NA     3.468333
## 2127               0.0863330              9.052857     387.16667    11.230000
## 2128               0.0920000              8.896667     373.00000    11.070000
## 2129               0.1171670              9.240000     333.50000    11.038333
## 2130               0.1866670             11.503333     405.00000    11.036667
## 2131               0.2725710              9.592857     465.14286    13.985714
## 2132               0.3712000                    NA     494.67692           NA
## 2133               0.3056000             10.290000     558.88571    14.842857
## 2134               0.1106920             12.166667     493.16667    10.800000
## 2135               0.4622220                    NA     508.60000           NA
## 2136               0.6963640             11.122222     494.44444           NA
## 2137               0.1774230             11.484000     547.22286    14.425000
## 2138               0.0849290             10.585714     481.85714    14.250000
## 2139               0.1381670              7.938333     379.50000    10.481667
## 2140                      NA                    NA            NA           NA
## 2141               0.0374000             10.154000            NA    11.580000
## 2142               0.0609000              9.950000            NA    10.766000
## 2143               0.0837390             10.320833     399.77778    12.150000
## 2144               0.4266540             12.111538     528.83333    13.944444
## 2145               0.2508180             12.372727     532.30769    14.983333
## 2146               0.0447140              8.616000     422.60000    14.060000
## 2147               0.0935000             10.675000     415.25000    11.600000
## 2148               0.3750000                    NA     491.25000           NA
## 2149               0.1756840             10.831579     481.23077    13.850000
## 2150               0.1930430                    NA     491.36364           NA
## 2151               0.0358000              9.448000     327.00000    11.412000
## 2152               0.0832860              9.867143            NA    11.400000
## 2153               0.1670000             10.266667            NA    10.851667
## 2154               0.3065000             12.195000     572.64286    15.420000
## 2155               0.2670770             11.435294     404.69231    13.315714
## 2156               0.1609000              9.877778     452.00000    15.500800
## 2157               0.0957500             12.200000     438.25000    12.750000
## 2158               0.0565000              9.288333            NA     9.735000
## 2159               0.0797140              6.977143     358.50000     9.457143
## 2160               0.1738750             11.333333     427.28571    11.441250
## 2161               0.1042860             11.254286            NA    11.871429
## 2162               0.0858330              9.785000            NA    12.141667
## 2163               0.5375000                    NA     488.40000           NA
## 2164               0.0857930             10.528571     546.56250    13.628571
## 2165               0.0521670              7.763333     392.50000    11.231667
## 2166               0.1887140             11.290000     465.53333    13.200000
## 2167               0.1156800             10.792000            NA    13.320000
## 2168               0.0608180              8.672727     427.10000    12.608143
## 2169               0.1266670             10.496000     445.50000    15.700000
## 2170               0.0691000             10.240000            NA    11.328571
## 2171               0.4848280                    NA     482.90000           NA
## 2172               0.2353040             10.995833     494.46154    14.200000
## 2173               0.0779230              9.276923     375.16667    11.245714
## 2174               0.2930770                    NA     489.44444           NA
## 2175               0.3330000             10.768966     466.27778           NA
## 2176               0.0738330              6.295000     394.00000     7.925000
## 2177               0.1340000              9.820833     436.43750    12.344000
## 2178               0.1805000             10.735714            NA    13.333333
## 2179               0.6119230             12.446667     523.83333           NA
## 2180               0.0550000              9.030000            NA    15.800000
## 2181               0.1736000              9.858333     491.61539           NA
## 2182               0.0412860             10.131250            NA     9.838571
## 2183               0.0947140             10.343750     365.15385    12.622714
## 2184               0.1328330             10.115000     385.00000    11.800000
## 2185               0.0931670             10.868571     414.33333    12.011667
## 2186               0.4770590                    NA     517.36000           NA
## 2187               0.1121430             11.010000            NA    11.604286
## 2188               0.1330000              9.601667            NA     9.453333
## 2189               0.2011850             10.615385     489.60000    18.785714
## 2190               0.4260870             12.827273     503.75000           NA
## 2191               0.0884570             12.057143            NA    13.642857
## 2192               0.2558330             10.491667            NA    11.100000
## 2193               0.1118330             11.225000     410.00000    12.411667
## 2194               0.2498570             12.314286     411.54546    13.700000
## 2195               0.2614290                    NA     505.71429           NA
## 2196               0.0876670             10.830000     394.00000    13.900000
## 2197               0.1709090             11.891304     510.41667    14.500000
## 2198               0.0338330              9.375000            NA    10.538333
## 2199               0.0761670              9.146667     416.66667    12.833333
## 2200               0.1481670              9.216667     268.83333     7.253333
## 2201               0.4006670             11.866667     213.33333     6.525000
## 2202               1.1627270                    NA     349.00000           NA
## 2203               0.8736360                    NA     349.00000           NA
## 2204               0.3963330              9.433333     329.83333           NA
## 2205               1.1000000                    NA            NA           NA
## 2206               1.0690910                    NA     352.00000           NA
## 2207               0.2040000             11.700000            NA     6.970000
## 2208               1.2500000                    NA            NA           NA
## 2209                      NA                    NA            NA           NA
## 2210               0.7256250             11.007143     299.16667           NA
## 2211               0.0921670              9.736667            NA     7.825000
## 2212               0.3845000             12.563333     230.33333           NA
## 2213               0.9061540                    NA     323.33333           NA
## 2214               0.1785000              9.161667     283.16667     9.370000
## 2215               0.5304000             12.080000     225.40000     7.200000
## 2216               0.0981250              9.397500     301.66667           NA
## 2217               0.3245000             10.012500     299.50000           NA
## 2218               0.8421430             11.335714     314.25000           NA
## 2219               0.8254550             12.650000     318.00000           NA
## 2220               0.6814170              9.391667     312.28571           NA
## 2221               0.7600000             11.148000     152.50000           NA
## 2222               0.6506670             12.271429     292.14286           NA
## 2223               0.1110000              9.790000            NA     5.345000
## 2224               0.7240000             11.230000     272.50000           NA
## 2225               0.0933330             11.300000     217.00000     4.465000
## 2226               0.4936670              9.350000     287.91667           NA
## 2227               0.1360000             12.200000     232.25000     5.120000
## 2228               0.5266000             10.600000     267.85714           NA
## 2229               0.5384620              9.423077     284.23077           NA
## 2230               1.1375000             10.460000     301.77778           NA
## 2231               0.5118180              9.800000     338.00000           NA
## 2232               0.1969630              8.896250            NA     8.128750
## 2233               0.0920000              8.750000            NA     6.320000
## 2234               0.6466670              9.257143     332.20000           NA
## 2235               0.7996670             10.655556     336.60000           NA
## 2236               0.1332000              9.818000            NA           NA
## 2237               0.1325000              9.380000     245.33333     4.505000
## 2238               0.7426320                    NA     383.00000           NA
## 2239               0.5742860             10.407692     322.50000           NA
## 2240               0.6319090             10.145455     298.60000           NA
## 2241               0.1495000             11.666667            NA     6.380000
## 2242               0.5574550             10.730000     290.40000           NA
## 2243               0.5707780              8.655556     276.00000           NA
## 2244               0.5145000             11.508333     236.00000           NA
## 2245               0.0606670             11.183333            NA           NA
## 2246               0.7560000                    NA            NA           NA
## 2247               0.0858570              9.232857            NA     6.348571
## 2248               0.5035290              9.950000     295.28571           NA
## 2249               0.4771430             10.884286            NA     7.141429
## 2250               0.1940000             12.118333            NA     5.311667
## 2251               0.6328180              9.160000     274.33333           NA
## 2252               0.2425000             11.100000            NA     4.050000
## 2253               0.4120000             10.940000     228.75000           NA
## 2254               1.1533330                    NA            NA           NA
## 2255               0.7969230              8.591667     346.66667           NA
## 2256               1.2408635                    NA     349.00000           NA
## 2257               0.0875000              9.020000            NA     6.530000
## 2258               0.5626670              9.508333     354.16667           NA
## 2259               1.2700000              8.760000     330.00000           NA
## 2260               0.7125000             11.266667     256.60000           NA
## 2261               0.5131540             11.007692     269.42857           NA
## 2262               1.1000000                    NA            NA           NA
## 2263               0.6742860             11.300000     291.60000           NA
## 2264               0.9955560                    NA            NA           NA
## 2265                      NA                    NA            NA           NA
## 2266               0.6643960             11.585714     292.14286           NA
## 2267               0.8935450              9.950000     279.40000           NA
## 2268               0.3034000              8.670000     237.00000           NA
## 2269               0.6400000             12.057143            NA           NA
## 2270               0.2640000             11.775000            NA           NA
## 2271               0.1421670             10.888333     502.00000     5.160000
## 2272               0.0714290             10.228571            NA           NA
## 2273               0.1130000             10.180000            NA           NA
## 2274               0.0400000              9.318333            NA     8.783333
## 2275               0.0736800             11.360000            NA     4.598000
## 2276               0.0740000              9.980000            NA           NA
## 2277               0.0883330              9.616667     506.00000           NA
## 2278               0.1111670              9.590000     509.83333           NA
## 2279               0.0665000              9.611667     666.83333     3.585500
## 2280               0.2751670             11.683333            NA           NA
## 2281               0.2246670             11.516667     573.16667     7.276000
## 2282               0.6533330             12.333333            NA           NA
## 2283               1.2360000              7.777778            NA           NA
## 2284               0.1561670             11.550000            NA           NA
## 2285               0.0470000              9.515000     753.16667           NA
## 2286               0.0607140             10.004286            NA     4.721429
## 2287               0.9240000              8.750000            NA           NA
## 2288               0.0360000              9.305000            NA     9.465000
## 2289               0.3144440              8.228571            NA           NA
## 2290               1.1430000              9.155556            NA           NA
## 2291               0.3930000              9.925000            NA           NA
## 2292               0.1680000             11.883333            NA           NA
## 2293               0.5828570                    NA            NA           NA
## 2294               0.1422500             12.020000     501.50000           NA
## 2295               0.0410000             11.260000            NA     5.980000
## 2296               0.3675000             10.562500            NA           NA
## 2297               0.5533330             10.566667            NA           NA
## 2298               0.3700000             11.160000            NA           NA
## 2299               0.4040000             12.044444            NA           NA
## 2300               0.3386670              9.043333     545.50000           NA
## 2301               0.0675710             10.900000            NA           NA
## 2302               0.0656710             10.515714            NA     3.891667
## 2303               0.3355000             11.216667     778.00000           NA
## 2304               0.1636670             11.106667     648.66667           NA
## 2305               0.0370000              9.105000            NA     8.728333
## 2306               0.0386670              9.263333            NA     6.970000
## 2307               0.0720000             10.225000            NA     2.725000
## 2308               0.0960000             10.924286            NA     5.532857
## 2309               0.2139170              9.500000            NA           NA
## 2310               0.2380000             10.900000     572.25000     5.536750
## 2311               0.2413330             14.100000     678.83333           NA
## 2312               0.0554000              9.775000     729.00000           NA
## 2313               0.3250000              9.720000     480.16667           NA
## 2314               0.0331670              9.641667            NA     6.171667
## 2315               0.4057140             11.614286            NA           NA
## 2316               0.0460000             11.271429            NA     5.240000
## 2317               0.1086250             11.125000            NA     4.250000
## 2318               0.0300000              8.875000     528.00000     6.995000
## 2319               0.0350000              9.260000            NA     3.853333
##      nitrite_mean orthophosphate_mean oxygen_saturation_mean  pH_mean
## 1              NA                  NA                     NA 8.257143
## 2              NA                  NA                     NA       NA
## 3              NA                  NA                     NA       NA
## 4              NA                  NA                     NA 7.788889
## 5              NA                  NA                     NA       NA
## 6              NA                  NA                     NA       NA
## 7              NA                  NA                     NA 7.933333
## 8              NA           1.7212000               99.60000 7.957143
## 9       0.1005000           1.2300000                     NA 8.333333
## 10      0.1051430                  NA               83.00000 8.100000
## 11             NA           1.5400000                     NA 7.900000
## 12             NA                  NA                     NA       NA
## 13             NA                  NA                     NA       NA
## 14             NA                  NA                     NA 8.010000
## 15             NA                  NA                     NA 7.987500
## 16      0.0981430           1.5697500                     NA 8.200000
## 17      0.1270000           0.7970000                     NA 7.816667
## 18             NA                  NA                     NA       NA
## 19             NA                  NA                     NA       NA
## 20             NA           2.5740000              102.00000 8.300000
## 21      0.1212500           1.4520000               99.20000 8.100000
## 22             NA                  NA                     NA       NA
## 23             NA                  NA                     NA       NA
## 24             NA           1.6500000               94.16667 7.933333
## 25             NA                  NA                     NA       NA
## 26             NA                  NA                     NA       NA
## 27             NA                  NA                     NA       NA
## 28             NA                  NA                     NA 7.850000
## 29             NA                  NA                     NA       NA
## 30             NA                  NA                     NA       NA
## 31             NA                  NA                     NA 7.712500
## 32             NA                  NA                     NA 7.955556
## 33             NA           1.5875000              105.62500 8.100000
## 34             NA                  NA                     NA 7.987500
## 35             NA                  NA                     NA       NA
## 36             NA                  NA                     NA       NA
## 37             NA                  NA                     NA 7.957143
## 38             NA                  NA                     NA       NA
## 39             NA                  NA                     NA       NA
## 40             NA                  NA                     NA 7.912500
## 41             NA                  NA                     NA 7.820000
## 42      0.1095000           0.8595000               97.00000 7.900000
## 43             NA                  NA                     NA       NA
## 44             NA                  NA                     NA       NA
## 45             NA                  NA                     NA       NA
## 46             NA                  NA                     NA       NA
## 47             NA                  NA                     NA       NA
## 48             NA                  NA                     NA 8.000000
## 49      0.1114440                  NA               54.00000 7.900000
## 50             NA                  NA                     NA       NA
## 51             NA                  NA                     NA 7.737500
## 52             NA                  NA                     NA       NA
## 53             NA           1.5400000                     NA 7.811111
## 54             NA                  NA                     NA 8.100000
## 55             NA                  NA                     NA       NA
## 56             NA                  NA                     NA 7.811111
## 57             NA           1.9100000                     NA 7.933333
## 58             NA                  NA                     NA 7.818182
## 59             NA                  NA                     NA       NA
## 60             NA           2.3376670               93.00000 7.900000
## 61             NA                  NA                     NA 7.860000
## 62             NA                  NA                     NA       NA
## 63             NA                  NA                     NA 7.933333
## 64             NA           1.8200000                     NA 8.000000
## 65             NA                  NA                     NA       NA
## 66             NA                  NA                     NA 7.900000
## 67             NA                  NA                     NA       NA
## 68             NA                  NA                     NA       NA
## 69             NA                  NA                     NA       NA
## 70             NA                  NA                     NA 7.766667
## 71             NA           1.4293570               98.05556 8.014286
## 72             NA           1.2796110               98.96667 8.039682
## 73             NA                  NA                     NA 8.000000
## 74             NA           4.1804000               90.60000 7.976000
## 75             NA           1.6643570               95.44444 7.954762
## 76             NA           1.4050835               98.83333 8.058333
## 77             NA                  NA                     NA 7.520000
## 78             NA           3.1327890                     NA 7.914444
## 79      0.1280000           3.9784667                     NA 7.992222
## 80             NA                  NA                     NA 7.660000
## 81             NA           5.3740000               66.25000 7.785714
## 82      0.1263570           0.7797140               82.42857 7.864286
## 83             NA           2.1695447               95.00000 7.887778
## 84             NA           1.7136030               95.00000 7.909524
## 85      0.0552170           0.4770000              109.83333 8.250000
## 86             NA           4.0426670              108.20000 8.166667
## 87             NA           3.9753665               89.71667 7.978000
## 88      0.1280000           4.4750000                     NA 8.000000
## 89             NA           2.8643330               97.20000 8.050000
## 90      0.0843330           1.9257270               95.28571 8.063636
## 91             NA                  NA                     NA 7.567857
## 92             NA                  NA                     NA 7.716667
## 93      0.1213090           2.9592535               81.82857 7.897222
## 94             NA                  NA                     NA 7.633333
## 95             NA           4.5966670               74.55556 7.900000
## 96             NA           4.9846667               70.63889 7.836905
## 97             NA           3.9070220               89.42222 7.978667
## 98             NA           1.6707500               97.41667 8.106666
## 99      0.0603750           1.5392500              102.37500 8.262500
## 100            NA                  NA                     NA 7.850000
## 101            NA           2.3087855               97.62500 8.073571
## 102            NA           1.4813650               98.68333 8.047619
## 103            NA                  NA                     NA 7.883333
## 104            NA           4.9080000               93.60000 7.980000
## 105            NA                  NA                     NA 7.728571
## 106     0.0900000           2.7200000               97.54546 8.141667
## 107            NA           1.7325000               98.83333 8.133333
## 108            NA           3.4350000                     NA 7.957143
## 109            NA                  NA                     NA 8.021429
## 110            NA                  NA                     NA 7.612500
## 111            NA                  NA                     NA 7.571429
## 112            NA           3.3901665               75.01667 7.881666
## 113            NA           1.3615000               98.00000 8.050000
## 114     0.0960000           1.1100000              101.50000 7.966667
## 115     0.0541750           0.5007500              105.75000 8.210000
## 116            NA           4.0181665               69.41667 7.834524
## 117            NA                  NA                     NA 7.560000
## 118            NA           2.3766665              102.83333 8.150000
## 119            NA                  NA                     NA       NA
## 120            NA           6.6250000               72.33333 7.816667
## 121     0.1127800                  NA                     NA 8.045455
## 122     0.1280000           4.2267333                     NA 8.005556
## 123            NA           2.2570000               83.98333 7.961667
## 124            NA           1.6149167               96.86111 7.991667
## 125            NA           1.2635513               99.25000 8.033730
## 126            NA           3.0128257               97.22222 8.060317
## 127     0.0634600           0.5342000               94.40000 8.054000
## 128     0.1027020           2.0341595               96.33333 8.047349
## 129            NA                  NA                     NA 8.118182
## 130            NA           4.1342860              100.16667 8.114286
## 131            NA           4.4915000               65.44444 7.799107
## 132            NA           1.8540127               95.00000 7.898095
## 133     0.0707800           0.9234000               99.00000 7.983333
## 134     0.1280000           3.5051333                     NA 7.958889
## 135            NA                  NA                     NA 7.960000
## 136            NA           1.6654640               95.22222 7.934524
## 137            NA                  NA                     NA 7.957143
## 138     0.1002000           0.6143330              103.33333       NA
## 139     0.1409000           3.2467945               90.57143 7.977614
## 140            NA                  NA                     NA 7.583333
## 141     0.1298000           3.1898820               81.85714 7.900000
## 142            NA           1.6913333               97.88889 8.115555
## 143     0.1499165           3.9136000               80.26667 7.900000
## 144            NA           2.5853223                     NA 7.887778
## 145     0.0681670           1.4894290              103.07692 8.099231
## 146            NA           1.3283335               99.08333 8.058333
## 147     0.1202830           1.0670000               86.50000 7.916667
## 148     0.1280000           4.4750000                     NA 8.000000
## 149            NA                  NA                     NA 7.200000
## 150            NA           1.2815000                     NA 7.800000
## 151            NA           2.4628330               90.13889 8.016666
## 152            NA           5.2437777               67.87037 7.798809
## 153            NA           5.7014290               86.85714 7.942857
## 154            NA           1.8800000               95.50000 8.100000
## 155            NA           2.0825000               94.25000 8.075000
## 156            NA           3.7161832               91.40000 7.999833
## 157     0.1396670           4.6550000                     NA 8.200000
## 158            NA                  NA                     NA 7.966667
## 159     0.1269670                  NA                     NA 8.050000
## 160            NA           2.5810000               77.97500 7.902500
## 161            NA           2.7999525               97.37500 8.065238
## 162            NA                  NA                     NA 7.585714
## 163            NA           4.7900000               72.83333 7.862500
## 164     0.1143330           3.1733330              106.16667 8.083333
## 165            NA                  NA                     NA 7.620000
## 166     0.0854290           1.1739170               99.00000 8.125000
## 167            NA           1.9136983               98.54444 8.064286
## 168            NA           4.2135000              104.20000 8.141667
## 169     0.1553330           3.9352670               81.33333 7.906250
## 170            NA           5.1576667               66.79630 7.794643
## 171            NA                  NA                     NA 7.833333
## 172            NA           2.6722286               97.46667 8.068190
## 173            NA                  NA                     NA       NA
## 174            NA           3.6016800               92.58667 8.012533
## 175     0.0978330           1.9724620               96.33333 8.036364
## 176     0.1388000           2.9401180               91.85714 7.994118
## 177     0.0158330           0.1580000              107.16667 8.250000
## 178     0.0073330           0.0316670               97.66667 8.195000
## 179     0.0081140           0.0490000               98.85714 8.185714
## 180     0.0249710           0.0800000               98.85714 8.214286
## 181            NA           0.2380000                     NA 8.000000
## 182            NA           0.1500000                     NA 7.956250
## 183     0.0080670           0.0450000               95.90000 8.063333
## 184     0.0185000           0.1575000              100.00000 8.350000
## 185            NA           0.3700000                     NA 8.083333
## 186     0.0274290           0.1972860               99.00000 7.928571
## 187     0.0168330           0.1563330               97.50000 8.383333
## 188     0.0201670           0.2015000              103.16667 8.125000
## 189            NA           0.1390910                     NA 7.990909
## 190     0.0169000           0.0705000               93.16667 8.086667
## 191     0.0107830           0.0640000               98.83333 8.200000
## 192     0.0088200           0.0415000              100.00000 8.020000
## 193            NA           0.0850000                     NA 8.016666
## 194            NA           0.1652000                     NA 8.150000
## 195     0.0131600           0.0536670               91.33333 8.080000
## 196     0.0167330           0.0300000               95.80000 8.100000
## 197            NA           0.1633330                     NA 7.923077
## 198            NA           0.1600000                     NA 8.225000
## 199            NA           0.1225000                     NA 8.134615
## 200     0.0116000           0.0888570               96.14286 8.085714
## 201            NA           0.1033330                     NA 8.007143
## 202            NA           0.1386000                     NA 8.045455
## 203     0.0210000           0.1641670              102.16667 8.016667
## 204     0.0280000           0.2090000               94.75000 7.958333
## 205     0.0108330           0.1070000               98.83333 8.000000
## 206            NA           0.1160000                     NA 8.066667
## 207     0.0160000           0.1904290               98.50000 8.071429
## 208     0.0114170           0.0456670               98.66667 8.150000
## 209     0.0327140           0.3107690              104.15385 8.112500
## 210     0.0095330           0.0328000               97.00000 8.032000
## 211            NA           0.3500000                     NA 8.116667
## 212     0.0144290           0.0542860               97.00000 8.142857
## 213            NA           0.2020000                     NA 7.911111
## 214     0.0109930           0.0692670              106.16667 8.200000
## 215     0.0183600           0.0850000              101.70000 8.118333
## 216            NA                  NA                     NA       NA
## 217            NA           0.1500000                     NA 7.881818
## 218            NA                  NA                     NA 8.266667
## 219            NA           0.0800000                     NA 7.900000
## 220            NA           0.2900000                     NA 8.020000
## 221            NA                  NA                     NA 8.100000
## 222            NA                  NA                     NA       NA
## 223     0.0125000           0.1086670              107.50000 7.750000
## 224     0.0084430           0.0396670               97.43333 8.073750
## 225     0.0172500           0.0592220                     NA 7.944444
## 226            NA           0.3450000                     NA 8.079166
## 227            NA           0.3400000                     NA 8.140000
## 228     0.0195000           0.1390000              102.85714 8.057143
## 229     0.0085800           0.0255000              101.75000 8.085000
## 230            NA                  NA                     NA 8.200000
## 231     0.0180000           0.1711110               83.55556 7.976667
## 232     0.0123240           0.0958710               98.85714 8.242857
## 233            NA           0.0993850                     NA 7.992857
## 234     0.0111330           0.0333330               99.33333 8.123333
## 235            NA           0.1580000                     NA 8.025000
## 236            NA           0.1633330                     NA 7.916667
## 237     0.0177140           0.1890000               96.15385 8.107692
## 238     0.0230000           0.1543080                     NA 8.100000
## 239     0.0221800           0.0653330               98.20000 8.160000
## 240            NA           0.3016670                     NA 8.053846
## 241     0.0118330           0.1146670               93.66667 8.060000
## 242     0.0125000           0.1547270                     NA 8.036364
## 243     0.0194440           0.1942220               95.18182 8.033333
## 244     0.0146510           0.1472570               99.85714 8.171429
## 245            NA           0.0850000                     NA 8.000000
## 246            NA                  NA                     NA 8.100000
## 247     0.0173330           0.2260830               98.33333 8.116667
## 248     0.0118330           0.0841670               98.50000 8.133333
## 249            NA                  NA                     NA 8.200000
## 250     0.0132860           0.0825710               96.87500 7.964286
## 251            NA           0.1742500                     NA 8.122665
## 252     0.0114830           0.0450000               98.15000 8.145000
## 253     0.0274000           0.2291820               96.27273 7.983333
## 254            NA           0.0850000                     NA 8.044444
## 255            NA           0.3025000                     NA 8.078571
## 256     0.0094670           0.0406670               98.50000 8.133333
## 257            NA           0.2322000                     NA 8.130000
## 258     0.0142500           0.0948750               94.11111 7.977778
## 259            NA           0.1624440                     NA 8.155556
## 260            NA                  NA                     NA       NA
## 261            NA                  NA                     NA       NA
## 262     0.0156670           0.0433330               99.00000 8.076667
## 263            NA                  NA                     NA       NA
## 264     0.0076670           0.0270000               96.80000 8.150000
## 265            NA                  NA                     NA       NA
## 266            NA                  NA                     NA       NA
## 267            NA                  NA              100.00000 7.700000
## 268            NA                  NA                     NA       NA
## 269            NA                  NA                     NA 7.450000
## 270            NA                  NA                     NA       NA
## 271            NA                  NA                     NA       NA
## 272     0.0222500           0.1287500              100.70000 7.725000
## 273            NA                  NA              103.00000 8.066667
## 274     0.0188570           0.0572860              106.60000 8.200000
## 275            NA                  NA                     NA       NA
## 276            NA                  NA                     NA 7.850000
## 277     0.0099200           0.0268000              112.57143 8.242857
## 278            NA                  NA                     NA       NA
## 279            NA                  NA                     NA 8.225000
## 280     0.0192000           0.0382000               95.80000 7.680000
## 281     0.0094170           0.0213330              100.00000 8.050000
## 282            NA                  NA                     NA       NA
## 283            NA                  NA                     NA       NA
## 284     0.0131430           0.0360000               97.00000 7.625000
## 285     0.0154000           0.0382000               96.40000 7.980000
## 286            NA           0.0238000              107.00000 7.960000
## 287            NA                  NA                     NA       NA
## 288     0.0160000           0.0550000              103.20000 8.000000
## 289     0.0160000           0.0438330               97.33333 7.916667
## 290            NA                  NA                     NA       NA
## 291            NA                  NA                     NA       NA
## 292     0.0158320           0.0201500               97.90909 7.927273
## 293            NA           0.0600000               96.00000 7.940000
## 294     0.0153330           0.0536670               99.83333 7.966667
## 295     0.0063540           0.0229430              100.50000 8.150000
## 296            NA                  NA                     NA       NA
## 297            NA                  NA                     NA       NA
## 298            NA           0.0286670              101.50000 7.750000
## 299            NA                  NA                     NA 7.733333
## 300            NA                  NA                     NA 7.900000
## 301     0.0156000           0.0454000              106.42857 8.228571
## 302            NA           0.0673330              100.16667 7.933333
## 303            NA                  NA                     NA       NA
## 304            NA                  NA                     NA       NA
## 305     0.0138330           0.0491670              103.00000 8.000000
## 306            NA                  NA                     NA       NA
## 307            NA                  NA                     NA       NA
## 308     0.0205000           0.0355000               96.12500 7.950000
## 309            NA           0.0410000              102.16667 8.016667
## 310            NA                  NA                     NA 8.000000
## 311            NA           1.1141430              102.19048 7.814286
## 312            NA           2.7277780                     NA 7.741667
## 313            NA           2.5000000               96.60000 7.800000
## 314            NA           2.1377780              128.48276 8.065517
## 315     0.1410000           1.7500000               93.60000 7.825000
## 316     0.2007140           2.0071430               72.71429 7.300000
## 317     0.1834000           1.8720000               89.20000 7.820000
## 318     0.0470000           1.6208330              101.33333 7.783333
## 319            NA           1.6091360                     NA 8.004348
## 320     0.1265000           1.9100000              106.83333 8.141667
## 321            NA           1.4870000               86.16667 7.650000
## 322            NA                  NA                     NA       NA
## 323     0.1493330           1.1000000               99.50000 7.616667
## 324            NA                  NA                     NA       NA
## 325            NA           1.1941920                     NA 7.855556
## 326     0.1038000           2.2400000              101.60000 7.780000
## 327            NA           1.4728330               97.83333 7.860000
## 328            NA           2.3136840                     NA 7.537500
## 329            NA           1.5686670                     NA 7.750000
## 330            NA           2.3340000              115.00000 7.980000
## 331            NA           1.6028570                5.00000 7.485000
## 332            NA           1.2211200                     NA 7.753571
## 333            NA           1.0682500                     NA 7.696296
## 334     0.1907140           1.4695710               88.14286 8.000000
## 335            NA           1.0602000               86.80000 7.540000
## 336            NA           0.8995710               88.57143 7.733333
## 337            NA           2.1087860                     NA 7.530526
## 338     0.0926000           0.9561430               85.28571 7.828571
## 339     0.0899710                  NA               85.85714 7.985714
## 340            NA           2.0566670                     NA 7.528571
## 341            NA                  NA                     NA       NA
## 342            NA           1.8675000               93.16667 7.716667
## 343     0.2046670           1.7503330               74.33333 7.500000
## 344            NA           1.1130000               85.33333 7.583333
## 345            NA           1.1248060                     NA 7.761290
## 346     0.1028000           1.4308000               71.80000 7.500000
## 347     0.0940000           0.5340000               97.00000 7.700000
## 348            NA           1.2688700                     NA 7.786957
## 349     0.1611170           3.1816670               82.57143 7.757143
## 350     0.0897170                  NA               96.50000 8.166667
## 351     0.1232330           0.9040000               90.50000 7.800000
## 352            NA                  NA                     NA       NA
## 353     0.1370000           1.7614290               95.71429 7.828571
## 354            NA           1.9530000                7.40000 7.544554
## 355     0.1933330           3.1516670               82.33333 7.816667
## 356     0.1550000           1.3150000               92.42857 7.642857
## 357     0.1308570           1.7904290               75.14286 7.614286
## 358            NA           1.8716670              107.83333 7.833333
## 359            NA           2.2131580                     NA 7.582609
## 360     0.1483330           1.9595000               79.50000 7.883333
## 361            NA           2.1399470                     NA 7.527368
## 362            NA           1.2800770                     NA 7.876923
## 363            NA           1.9530000                7.40000 7.544607
## 364            NA           2.9425000                     NA 7.709091
## 365     0.1546670           2.4400000               77.00000 7.600000
## 366            NA           2.7052630                     NA 7.660000
## 367            NA           2.2007690                     NA 7.740000
## 368            NA                  NA                     NA       NA
## 369     0.0893330                  NA               89.00000 8.011667
## 370            NA           2.2860000                     NA 7.654545
## 371     0.0296330           0.0553330               90.46667 7.843333
## 372     0.0206830           0.0305000               89.33333 7.716667
## 373            NA                  NA                     NA 7.470000
## 374            NA                  NA                     NA 7.500000
## 375     0.0241000                  NA               89.66667 8.083333
## 376     0.0504000           0.0508180               94.81818 7.590909
## 377            NA           0.0500000                     NA 7.277778
## 378            NA                  NA                     NA       NA
## 379            NA                  NA                     NA 7.616667
## 380     0.0238800           0.0364000               89.60000 7.862000
## 381     0.0237830           0.0727670               89.50000 7.400000
## 382     0.0150570           0.0366000               89.71429 7.760000
## 383            NA                  NA                     NA 7.642857
## 384            NA           0.0500000               97.00000 7.540000
## 385            NA           0.0600000                     NA 7.466667
## 386            NA                  NA                     NA 7.491667
## 387     0.0491670           0.0530000               91.28571 7.557143
## 388     0.0364330           0.0508330               88.66667 7.750000
## 389     0.0185140           0.0500000               95.85714 7.785714
## 390     0.0236830                  NA               87.50000 8.000000
## 391            NA                  NA                     NA 7.488889
## 392            NA                  NA                     NA 7.533333
## 393            NA           0.0530000               93.14286 7.571429
## 394     0.0410000           0.3113570               91.07143 7.700000
## 395            NA                  NA                     NA 7.300000
## 396            NA                  NA                     NA 7.450000
## 397     0.0201600           0.0756000              100.44000 7.854000
## 398            NA                  NA                     NA 7.385714
## 399            NA           0.7650000                     NA 7.455556
## 400            NA                  NA                     NA 7.437500
## 401     0.0150330           0.0358330               92.76667 7.651667
## 402            NA           0.0600000                     NA 7.469048
## 403            NA                  NA                     NA 7.500000
## 404     0.0411670           0.3021540               82.25000 7.446154
## 405     0.0464830           0.0523830               95.33333 7.666667
## 406     0.0371670           0.0566670               68.71429 7.328571
## 407     0.0380000           0.2872860               90.42857 7.750000
## 408            NA                  NA                     NA 7.480000
## 409     0.0352500           0.3493640               96.09091 7.890909
## 410     0.0252860           0.2776430               91.42857 7.564286
## 411            NA           0.0696000               87.60000 7.440000
## 412     0.0278330           0.2249000               95.07000 7.654545
## 413     0.0238170                  NA               88.33333 7.733333
## 414     0.0351430           0.2463330               89.25000 7.600000
## 415     0.0404830           0.0800000               88.16667 7.616667
## 416            NA                  NA                     NA 7.520000
## 417            NA                  NA                     NA 7.433333
## 418     0.0320570           0.0385710               99.28571 7.871429
## 419     0.0420000           0.0453640               95.00000 7.554545
## 420            NA                  NA                     NA 7.500000
## 421     0.0473750           0.0560000               89.52500 7.675000
## 422     0.0242500           0.2642670               90.86667 7.486667
## 423     0.0223830                  NA               93.50000 7.783333
## 424     0.0169670           0.0403330               95.26667 7.806667
## 425     0.0348330           0.2762500               92.65454 7.566667
## 426            NA                  NA                     NA 7.614286
## 427            NA                  NA                     NA       NA
## 428     0.0269000           0.0677140               90.35714 7.812857
## 429     0.0312400           0.0428000               81.70000 7.960000
## 430     0.0360000           0.3457690               90.61539 7.446154
## 431     0.0236170           0.0680000               90.83333 7.550000
## 432     0.0283330           0.0333330               94.66667 7.500000
## 433            NA                  NA                     NA 7.557143
## 434            NA                  NA                     NA 7.520000
## 435            NA                  NA                     NA 7.512500
## 436     0.0128400           0.0596000               93.00000 7.520000
## 437     0.0183290           0.0607140               93.45714 7.811429
## 438     0.0421500           0.0616670               91.50000 7.583333
## 439            NA           0.0651670               88.66667 7.450000
## 440     0.0424000                  NA               87.00000 7.778571
## 441     0.0610000           0.0536670               90.16667 7.550000
## 442            NA                  NA                     NA 7.900000
## 443            NA                  NA                     NA       NA
## 444            NA                  NA                     NA       NA
## 445     0.0040000           0.0200000               96.66667 8.066667
## 446            NA                  NA                     NA       NA
## 447            NA                  NA                     NA 7.733333
## 448     0.0045710           0.0317140               93.14286 7.871429
## 449            NA                  NA                     NA       NA
## 450     0.0040000           0.0200000              100.11667 7.920000
## 451            NA           0.0200000               96.71429 7.800000
## 452     0.0040000           0.0200000               97.52000 7.946000
## 453            NA                  NA                     NA       NA
## 454     0.0040750           0.0200000              101.66667 7.900000
## 455            NA                  NA                     NA       NA
## 456            NA           0.0211670               87.33333 7.916667
## 457     0.0040000           0.0200000              100.72857 8.017143
## 458            NA           0.0328570               96.28571 8.085714
## 459            NA                  NA              100.33333 7.850000
## 460            NA                  NA                     NA       NA
## 461            NA                  NA                     NA 7.700000
## 462            NA                  NA                     NA       NA
## 463            NA                  NA                     NA 7.871429
## 464     0.0078000           0.0268000               96.80000 7.860000
## 465            NA                  NA                     NA       NA
## 466            NA                  NA                     NA 7.640000
## 467     0.0040000           0.0200000               97.96667 8.130000
## 468            NA                  NA                     NA 8.000000
## 469            NA           0.0518000               94.00000 8.116667
## 470     0.0100000           0.0500000                     NA 7.783333
## 471     0.0055000           0.0203330               97.37500 8.025000
## 472            NA                  NA                     NA       NA
## 473            NA                  NA                     NA       NA
## 474            NA                  NA                     NA       NA
## 475            NA                  NA                     NA 7.760000
## 476     0.0040880           0.0247200               96.40000 7.820000
## 477            NA                  NA                     NA       NA
## 478            NA                  NA                     NA       NA
## 479            NA                  NA                     NA 7.957143
## 480            NA                  NA                     NA 7.800000
## 481            NA                  NA                     NA 7.971429
## 482            NA                  NA                     NA       NA
## 483     0.0065000           0.0222500               95.75000 8.125000
## 484            NA                  NA                     NA 7.944444
## 485            NA                  NA                     NA 7.737500
## 486            NA                  NA                     NA 7.833333
## 487            NA                  NA                     NA 8.040000
## 488            NA           0.0200000              105.57143 7.928571
## 489            NA                  NA                     NA       NA
## 490     0.0070000           0.0322860               97.71429 7.900000
## 491            NA                  NA                     NA       NA
## 492            NA                  NA                     NA 7.871429
## 493     0.0055000           0.0253330              100.00000 7.916667
## 494            NA                  NA                     NA       NA
## 495            NA                  NA                     NA 7.900000
## 496            NA                  NA                     NA 7.725000
## 497     0.0157830           0.1956670               87.33333 7.600000
## 498            NA           0.3750000              126.80000 8.216667
## 499     0.0231290           0.2425710               95.57143 7.914286
## 500            NA                  NA                     NA 7.500000
## 501            NA                  NA                     NA 7.900000
## 502            NA           1.7176670               90.85714 7.757143
## 503            NA                  NA                     NA 7.450000
## 504            NA                  NA                     NA 7.800000
## 505            NA                  NA                     NA       NA
## 506            NA                  NA                     NA 8.040000
## 507     0.0256800           0.2030000               89.60000 7.920000
## 508            NA           0.7874290              105.28571 7.928571
## 509            NA                  NA                     NA 7.985714
## 510     0.0415000           1.2106670               76.50000 7.583333
## 511     0.0274170           0.3720000               92.33333 7.900000
## 512            NA                  NA                     NA 7.600000
## 513            NA           0.5140000               93.14286 7.885714
## 514     0.0235330           0.1808330               88.50000 7.800000
## 515     0.0172400           0.3202000               86.60000 7.580000
## 516            NA                  NA                     NA 7.750000
## 517            NA                  NA               91.50000 7.825000
## 518     0.0660000           0.4395000               96.00000 7.550000
## 519            NA           1.0278330              121.60000 8.133333
## 520            NA                  NA                     NA 8.050000
## 521            NA           0.2576670                     NA 8.000000
## 522            NA                  NA                     NA       NA
## 523            NA                  NA                     NA 7.800000
## 524            NA                  NA                     NA 7.700000
## 525     0.0468330           0.5578330              102.66667 7.900000
## 526     0.0272500           0.2608330               90.00000 7.966667
## 527            NA                  NA                     NA 7.900000
## 528            NA           0.6087500               89.00000 7.725000
## 529     0.0236140           0.5857140               87.00000 7.842857
## 530     0.0522000           2.4460000               81.33333 7.300000
## 531            NA                  NA                     NA 7.733333
## 532            NA                  NA                     NA 8.000000
## 533            NA           0.2475000                     NA 7.860000
## 534            NA                  NA                     NA 7.880000
## 535     0.0328500           0.3811670               85.33333 7.833333
## 536            NA           1.4058000               91.60000 7.800000
## 537            NA                  NA                     NA       NA
## 538     0.0314570           0.3627140               88.71429 7.742857
## 539            NA           0.4726000              112.00000 7.900000
## 540     0.0248830           0.2246670               99.33333 7.950000
## 541            NA                  NA                     NA 7.650000
## 542            NA                  NA                     NA 8.100000
## 543            NA                  NA                     NA 8.375000
## 544            NA                  NA                     NA 7.900000
## 545            NA                  NA                     NA 8.000000
## 546     0.0603750           1.0328750               94.71429 7.862500
## 547            NA           2.0902860               89.14286 7.985714
## 548     0.0934290           1.7868570               94.42857 7.957143
## 549     0.0720000           0.8131670               95.00000 7.733333
## 550            NA           2.1750000                     NA 7.980000
## 551            NA           2.9000000                     NA 7.941667
## 552            NA                  NA                     NA 7.983333
## 553            NA                  NA                     NA 7.800000
## 554            NA                  NA                     NA 7.771429
## 555            NA                  NA               98.50000 7.833333
## 556            NA                  NA                     NA       NA
## 557     0.0994000           0.7642000               89.00000 7.580000
## 558            NA                  NA                     NA 7.660000
## 559            NA                  NA                     NA 7.762500
## 560            NA                  NA                     NA 7.760000
## 561            NA           3.4528570               95.25000 8.050000
## 562            NA           2.1366670              108.50000 8.100000
## 563            NA           2.1260000              103.85714 8.000000
## 564            NA                  NA                     NA 7.810000
## 565            NA                  NA                     NA 7.600000
## 566            NA           2.4650000               86.50000 7.916667
## 567            NA                  NA                     NA       NA
## 568            NA                  NA                     NA 7.785714
## 569            NA           2.2100000               81.50000 7.800000
## 570            NA           1.7700000               84.00000 7.950000
## 571            NA                  NA                     NA       NA
## 572            NA                  NA                     NA 7.940000
## 573            NA                  NA                     NA 7.840000
## 574     0.1125000           1.1793330               83.16667 7.500000
## 575            NA           6.0466670                     NA 7.794444
## 576            NA                  NA                     NA 7.766667
## 577            NA                  NA                     NA 7.916667
## 578            NA                  NA                     NA 7.960000
## 579            NA                  NA                     NA 7.860000
## 580            NA                  NA                     NA 7.620000
## 581            NA                  NA                     NA 7.933333
## 582     0.0707000           0.6435000               92.50000 7.800000
## 583            NA           1.0500000               92.71429 7.785714
## 584            NA           4.1480000                     NA 7.843750
## 585            NA                  NA                     NA 7.925000
## 586     0.0820830           1.4913330               84.83333 7.733333
## 587            NA                  NA                     NA       NA
## 588            NA                  NA                     NA       NA
## 589     0.0925710           2.0760000               83.57143 7.128571
## 590            NA                  NA                     NA 7.828571
## 591            NA                  NA                     NA 7.750000
## 592            NA                  NA                     NA 7.812500
## 593            NA                  NA                     NA 7.633333
## 594            NA           2.2373330               92.20000 7.766667
## 595            NA           2.0915000               92.50000 7.933333
## 596            NA                  NA                     NA       NA
## 597     0.0432330           0.3403330               96.66667       NA
## 598            NA           2.4650000                     NA 7.862500
## 599            NA           2.9200000                     NA 7.856250
## 600            NA           0.5845000                     NA 7.980000
## 601            NA                  NA                     NA 7.568421
## 602            NA           0.8750000                     NA 7.700000
## 603            NA           4.3380000                     NA 7.850000
## 604     0.1051430           1.0732500               89.85714 7.885714
## 605            NA           3.5953330              113.00000 8.166667
## 606            NA           3.7915000                     NA 7.990000
## 607            NA           1.2413330               96.25000 8.066667
## 608            NA           1.4753330               87.66667 7.966667
## 609            NA           6.1062500                     NA 7.800641
## 610            NA           3.0100000                     NA 7.829412
## 611            NA           1.5283330                     NA 7.863636
## 612            NA           1.2888890                     NA 7.837500
## 613            NA           2.0960000               86.83333 7.921667
## 614     0.1172200           0.4658000               94.60000 8.060000
## 615            NA           2.9200000                     NA 7.991667
## 616            NA           5.0080000               93.60000 7.920000
## 617            NA           3.5771430                     NA 7.869231
## 618            NA           2.9800000                     NA 8.011111
## 619            NA           2.3785710                     NA 7.707692
## 620            NA           4.2071430                     NA 7.791667
## 621     0.0663330           0.9572000               89.66667 7.900000
## 622            NA                  NA                     NA 7.562500
## 623            NA           2.9200000                     NA 7.991667
## 624            NA           6.4400000               78.00000 7.766667
## 625            NA           1.3750000                     NA 7.991667
## 626            NA           1.2950000                     NA 7.980000
## 627     0.0810330           0.4746670               83.00000 7.928333
## 628     0.1630800           2.6096000               83.80000 7.880000
## 629            NA           4.4164290               96.14286 8.000000
## 630     0.1588330           2.3110000              100.66667 7.966667
## 631            NA           1.0600000                     NA 8.190000
## 632     0.1929170           2.2535000               77.16667 7.833333
## 633            NA           1.4260000                     NA 8.036364
## 634            NA           1.9271430                     NA 8.015385
## 635     0.0477000           0.5130000               97.00000 8.014286
## 636     0.0879600           0.6710000               92.80000 7.880000
## 637     0.0971330           1.0175000               83.16667 7.650000
## 638            NA           3.3950000                     NA 7.766667
## 639            NA           2.4350000                     NA 7.830769
## 640            NA           5.1840000               82.20000 7.720000
## 641            NA           1.8270000              102.71429 7.911429
## 642     0.0802570           1.0057140               75.57143 7.861429
## 643            NA                  NA                     NA 7.266667
## 644            NA           5.9385710               88.28571 7.871429
## 645            NA           3.3400000                     NA 8.036364
## 646            NA           4.9150000               70.00000 7.642857
## 647            NA           2.3500000                     NA 8.092308
## 648            NA           3.0500000                     NA 8.050000
## 649     0.1211500           2.2889165               70.58333 8.006666
## 650            NA           5.4500000                     NA 7.816667
## 651            NA           2.4050000                     NA 7.763636
## 652            NA           1.5650000               88.00000 8.000000
## 653            NA           4.4575000               84.25000 7.870000
## 654            NA           1.0500000                     NA 7.891667
## 655     0.1417140           4.3271430               74.14286 7.642857
## 656     0.1238000           2.3770000               69.00000 7.980000
## 657            NA           2.4450000               80.50000 8.050000
## 658     0.0709330           0.3226670               93.66667 8.000000
## 659            NA                  NA                     NA 8.025000
## 660            NA                  NA                     NA 8.000000
## 661     0.1311670           2.7850000                     NA 8.066667
## 662     0.1160000           1.0323330               92.66667 8.083333
## 663            NA                  NA                     NA 7.925000
## 664     0.0514000           0.2440000               93.50000 8.100000
## 665     0.1267140           1.8485710               97.00000 7.990000
## 666     0.0637500           0.2415000               82.50000 7.950000
## 667            NA                  NA                     NA 8.050000
## 668     0.1082860           1.4608330               97.66667 7.985714
## 669     0.0704000           1.0290000               93.00000 7.940000
## 670            NA                  NA                     NA 8.271429
## 671            NA                  NA                     NA 7.975000
## 672            NA                  NA                     NA 7.833333
## 673     0.1107500           1.1230000               91.62500 7.462500
## 674            NA                  NA                     NA 8.019231
## 675            NA                  NA                     NA 7.840000
## 676     0.1106800           0.3842000               90.80000 8.000000
## 677            NA                  NA                     NA 8.200000
## 678     0.1266670                  NA                     NA 8.160000
## 679            NA                  NA                     NA 8.010000
## 680     0.1492000                  NA                     NA 7.890000
## 681            NA                  NA                     NA 7.925000
## 682            NA                  NA                     NA 8.050000
## 683     0.1208330           2.2150000               86.83333 8.083333
## 684     0.1232000           4.0200000               91.33333 8.150000
## 685     0.1121670           0.8840000               82.33333 7.600000
## 686     0.1513750                  NA                     NA 8.033333
## 687            NA           3.4112500               97.12500 8.000000
## 688     0.1620835                  NA                     NA 7.812500
## 689     0.1205000           1.2800000               92.50000 7.950000
## 690     0.1638890                  NA                     NA 7.808333
## 691     0.1335000           2.6800000                     NA 8.116667
## 692            NA                  NA                     NA 7.900000
## 693     0.1666670                  NA                     NA 8.160000
## 694     0.1566670                  NA                     NA 7.825000
## 695            NA                  NA                     NA 7.885714
## 696            NA           1.8232500              100.85000 8.075000
## 697            NA                  NA                     NA 7.925000
## 698     0.0527000           0.4063330               72.66667 8.100000
## 699     0.0718670           0.2160000               96.33333 8.033333
## 700            NA                  NA                     NA 8.116667
## 701            NA                  NA                     NA 8.100000
## 702     0.1113330           2.5414290               84.28571 8.142857
## 703            NA           2.3133330              102.20000 8.050000
## 704     0.1533335                  NA                     NA 8.220000
## 705            NA           2.3483330               77.83333 8.116667
## 706     0.1200000                  NA                     NA 8.116667
## 707            NA                  NA                     NA 7.714286
## 708            NA           2.4350000               91.66667 8.000000
## 709            NA                  NA                     NA       NA
## 710     0.0540000           0.1230000               88.00000 7.900000
## 711            NA                  NA                     NA 7.833333
## 712            NA                  NA              104.25000 8.080000
## 713            NA                  NA                     NA 8.000000
## 714     0.0350000           0.0630000               92.00000 7.700000
## 715            NA                  NA                     NA 8.100000
## 716            NA                  NA                     NA 8.050000
## 717            NA                  NA                     NA       NA
## 718            NA                  NA                     NA       NA
## 719     0.0913330           0.4488330              127.16667 8.316667
## 720            NA                  NA                     NA 7.950000
## 721            NA                  NA                     NA       NA
## 722            NA                  NA                     NA 8.166667
## 723     0.0558500           0.2795000               82.00000 7.950000
## 724     0.1020000           0.2603330              113.16667 8.316667
## 725     0.0648000           0.3236670              104.16667 8.246667
## 726            NA                  NA                     NA       NA
## 727            NA                  NA                     NA 8.150000
## 728            NA                  NA                     NA       NA
## 729            NA                  NA                     NA 8.175000
## 730            NA                  NA                     NA       NA
## 731            NA                  NA                     NA 8.400000
## 732            NA                  NA                     NA       NA
## 733     0.0791000           0.2030000               91.00000 8.100000
## 734            NA           0.2598330              114.66667 8.100000
## 735     0.0294500           0.0935000              105.50000 8.100000
## 736            NA                  NA                     NA 8.233333
## 737     0.0594000           0.1858000              114.00000 8.120000
## 738     0.0557500           0.1613750              103.62500 7.901250
## 739            NA                  NA                     NA       NA
## 740            NA                  NA              104.25000 8.100000
## 741            NA                  NA                     NA       NA
## 742            NA                  NA                     NA 8.400000
## 743            NA           0.2220000               98.20000 8.040000
## 744            NA                  NA                     NA 8.250000
## 745            NA                  NA                     NA       NA
## 746     0.0458000           0.2535000              116.65000 8.120000
## 747     0.0328500           0.3815000              116.70000 8.145000
## 748            NA                  NA                     NA 7.800000
## 749     0.1390000           0.2472140              132.28571 8.328571
## 750            NA                  NA                     NA 8.133333
## 751            NA           0.1518570              113.71429 7.871429
## 752     0.0430170           0.1085000              107.66667 8.083333
## 753     0.0259000           0.0680000               88.00000 8.100000
## 754     0.0294500           0.1270000              118.20000 8.150000
## 755            NA                  NA                     NA 8.350000
## 756     0.0356500           0.1150000               94.50000 7.950000
## 757            NA           0.3000000              135.33333 8.316667
## 758            NA           0.3660000              138.75000 8.620000
## 759            NA           0.3110000              118.50000 8.350000
## 760            NA           0.3635000              110.83333 8.233333
## 761     0.0636670           0.1117170              106.66667 8.200000
## 762            NA           0.2151670              112.50000 8.183333
## 763            NA                  NA                     NA       NA
## 764            NA           0.2500000              126.33333 8.233333
## 765            NA                  NA                     NA 8.000000
## 766            NA                  NA                     NA 8.157143
## 767            NA                  NA                     NA 7.920000
## 768            NA           0.0700000              116.00000 8.190000
## 769            NA                  NA                     NA 8.100000
## 770            NA                  NA                     NA       NA
## 771            NA                  NA                     NA 7.633333
## 772            NA                  NA                     NA 7.916667
## 773            NA                  NA                     NA 8.180000
## 774            NA                  NA                     NA 8.133333
## 775            NA                  NA                     NA 7.916667
## 776            NA                  NA                     NA 7.571429
## 777     0.0261670           0.0523330               87.60000 8.096667
## 778            NA                  NA                     NA 8.085714
## 779            NA                  NA                     NA 7.816667
## 780     0.0340000           0.0448750              100.87500 8.175000
## 781            NA                  NA               90.75000 8.100000
## 782            NA                  NA                     NA 8.050000
## 783            NA           0.1395710              110.57143 8.075714
## 784     0.0230000           0.0435000               90.10000 8.096667
## 785     0.0500000           0.0485000               99.50000 8.100000
## 786            NA                  NA                     NA 8.200000
## 787            NA           0.0675560               98.22222 8.188889
## 788            NA                  NA                     NA 8.100000
## 789     0.0293000           0.0200000               97.00000 8.160000
## 790            NA                  NA                     NA 8.242857
## 791            NA           0.1148570               72.28571 7.885714
## 792            NA           0.0615000              121.66667 8.250000
## 793            NA                  NA                     NA 8.066667
## 794            NA           0.1000000                     NA 7.950000
## 795            NA                  NA                     NA 8.260000
## 796            NA                  NA                     NA 8.166667
## 797     0.0541670           0.0463330              102.83333 8.150000
## 798            NA           0.0346670              111.33333 8.173333
## 799            NA                  NA                     NA 7.880000
## 800            NA                  NA                     NA 8.150000
## 801            NA                  NA                     NA 8.120000
## 802     0.0448000           0.0255870              109.75000 8.285714
## 803     0.0453500           0.0200000              106.00000 8.165000
## 804            NA                  NA                     NA 7.920000
## 805     0.0098470           0.0317750               99.75000 8.225000
## 806            NA           0.0405000              110.16667 8.116667
## 807            NA                  NA               99.00000 8.120000
## 808            NA                  NA                     NA 8.242857
## 809            NA           0.0200000              101.00000 8.100000
## 810            NA           0.0703330               93.66667 8.050000
## 811            NA                  NA                     NA 8.120000
## 812            NA           0.0528000               99.40000 8.180000
## 813            NA                  NA                     NA 8.040000
## 814            NA                  NA                     NA 8.071428
## 815            NA                  NA                     NA 7.814286
## 816            NA           0.0433330              113.66667 8.166667
## 817     0.0503330           0.1698330               96.00000 7.800000
## 818     0.0490000           0.1073220                     NA 7.716667
## 819            NA                  NA                     NA       NA
## 820     0.0156800           0.1286000               88.28571 7.583333
## 821     0.0483330           0.1642110                     NA 7.757895
## 822     0.0449500           0.0685000               95.60000 7.980000
## 823     0.0298000           0.1140000               94.24000 7.800000
## 824     0.0182460           0.0975200               98.00000 7.840000
## 825     0.0640000           0.1405880                     NA 7.805882
## 826     0.0048000           0.1305000              105.70000 8.100000
## 827     0.0236710           0.1064290               94.85714 7.700000
## 828     0.0370000           0.1535000              101.16667 7.983333
## 829     0.0480000           0.3528570               92.28571 7.771429
## 830     0.0261500           0.0880000               92.50000 8.150000
## 831     0.0114830                  NA               89.00000 7.833333
## 832            NA           0.0847500               98.42857 7.675000
## 833            NA           0.1380910                     NA 7.890909
## 834     0.0305710           0.1497140               98.00000 7.914286
## 835     0.0533330           0.1700000                     NA 7.627778
## 836     0.0164430                  NA               94.71429 8.064286
## 837     0.0272860           0.0880000               92.71429 7.657143
## 838            NA                  NA                     NA       NA
## 839            NA           0.1105000                     NA 7.616667
## 840     0.0194600           0.1106000               93.20000 7.420000
## 841     0.0301000           0.1230000              101.90000 7.885000
## 842     0.0198570           0.0978570              100.00000 7.985714
## 843     0.0142600           0.0580000              100.20000 8.050000
## 844     0.0169710           0.1117140               90.00000 7.614286
## 845     0.0270770           0.1080000               90.31667 7.886923
## 846     0.0262830           0.0660000               93.66667 7.983333
## 847     0.0437500           0.0655000               89.80000 7.765000
## 848     0.0428330           0.1103330              103.16667 7.900000
## 849     0.0213500           0.0793330               95.95000 7.832500
## 850            NA           0.1736360                     NA 7.725000
## 851     0.0154070                  NA               94.35714 8.107143
## 852     0.0205670           0.0655000               91.04444 7.933333
## 853            NA           0.1537500                     NA 7.593333
## 854     0.0194170                  NA               89.33333 7.583333
## 855     0.0122500           0.1120000              151.20000 7.925000
## 856     0.0703330           0.1858300                     NA 7.730000
## 857     0.0321670           0.1595000               93.66667 7.750000
## 858     0.0682380           0.1812795                     NA 7.707857
## 859     0.0280000           0.1115000              102.33333 8.066667
## 860            NA           0.2071670              101.91667 7.925000
## 861     0.0062000           0.0935000              101.00000 8.230000
## 862            NA           0.1639290                     NA 7.800000
## 863     0.0234140           0.0977140               94.85714 7.757143
## 864     0.0380000           0.1036670               95.00000 7.733333
## 865            NA           0.1941670                     NA 7.772222
## 866     0.0173670           0.0889000              100.83333 7.833333
## 867            NA           0.3535710               92.28571 7.800000
## 868     0.0235000           0.1060000               92.87500 7.433333
## 869     0.0455000           0.1936670               92.33333 7.800000
## 870     0.0421000           0.4046000               92.00000 7.956364
## 871     0.0230000           0.1498140                     NA 7.864286
## 872            NA                  NA                     NA       NA
## 873            NA                  NA                     NA 7.916667
## 874            NA                  NA                     NA 8.000000
## 875            NA                  NA                     NA 7.650000
## 876            NA                  NA                     NA 7.800000
## 877            NA           1.5494290               97.09091 7.726087
## 878            NA           4.1720000              119.90476 7.886667
## 879            NA                  NA               81.14286 7.728571
## 880            NA                  NA                     NA 8.150000
## 881            NA                  NA                     NA 7.760000
## 882            NA                  NA                     NA 7.714286
## 883            NA           4.2377380               84.76186 7.767949
## 884            NA           1.6632335              100.38611 7.795909
## 885            NA                  NA                     NA 7.680000
## 886            NA           3.3670910               79.41177 7.740000
## 887            NA           3.5278570              108.94444 7.889474
## 888            NA                  NA                     NA 7.816667
## 889            NA                  NA                     NA 7.728571
## 890            NA           1.6285000               94.06667 7.822222
## 891            NA                  NA                     NA 7.600000
## 892            NA           1.6246500               97.64444 7.816111
## 893            NA           1.7405710               99.47826 7.792307
## 894     0.1062670           0.3136670               92.66667       NA
## 895            NA           4.4621430               84.36364 7.761538
## 896     0.1787710           0.2882860               86.28571 7.657143
## 897            NA           1.6731190               98.94891 7.783216
## 898            NA           1.9791425              100.17391 7.804167
## 899            NA           4.4121430               85.20455 7.765384
## 900     0.1181670           0.7863330               83.71429 7.285714
## 901            NA                  NA                     NA       NA
## 902            NA           1.3010000               92.42857 7.725000
## 903            NA           4.4110000              114.22222 7.858824
## 904            NA                  NA                     NA 7.816667
## 905            NA           4.2220000              100.52174 7.883333
## 906            NA                  NA                     NA 7.828571
## 907            NA                  NA                     NA 7.788889
## 908            NA                  NA                     NA 7.700000
## 909            NA                  NA                     NA 7.771429
## 910            NA                  NA                     NA 7.563636
## 911            NA           1.6410000               93.68000 7.757143
## 912            NA           2.1423570               99.26087 7.804167
## 913            NA           3.2428570               84.89474 7.752000
## 914            NA           2.0100000               93.00000 7.833333
## 915     0.1964250           0.4546000               90.00000 7.780000
## 916            NA                  NA                     NA 7.671429
## 917            NA                  NA                     NA 7.883333
## 918            NA           3.0193450               85.80848 7.763500
## 919     0.0737750           0.2092500               98.25000 7.900000
## 920            NA           0.8566670               91.16000 7.738462
## 921            NA           0.9108335               92.51478 7.751374
## 922            NA                  NA                     NA 7.971429
## 923     0.1031670           1.0463330              116.33333 7.883333
## 924            NA                  NA               91.66667 7.866667
## 925            NA                  NA                     NA 7.750000
## 926            NA           4.1542500              101.92308 7.742857
## 927            NA                  NA                     NA 7.625000
## 928            NA                  NA                     NA 7.700000
## 929            NA                  NA                     NA 7.581818
## 930            NA                  NA                     NA 7.575000
## 931            NA           2.8937140               99.50000 7.825714
## 932            NA                  NA                     NA 7.680000
## 933            NA           1.2234000              100.83333 7.835714
## 934            NA           1.0238000              101.73913 7.747826
## 935     0.0678330           0.6314000              101.38889 7.722222
## 936     0.1795000           0.5564290               95.08333 7.683333
## 937            NA                  NA                     NA 7.733333
## 938     0.0992170           0.4016670               95.83333 7.800000
## 939            NA           1.9853330               93.37500 7.769231
## 940     0.1745670           0.2792000               94.22000 8.070000
## 941            NA           4.4966670               82.95238 7.751852
## 942     0.1330330           0.2461670               91.00000 7.716667
## 943            NA                  NA                     NA 7.816667
## 944            NA                  NA                     NA 7.950000
## 945            NA                  NA                     NA 7.540000
## 946            NA                  NA                     NA 7.583333
## 947     0.0780000           2.4400000               86.50000 7.800000
## 948            NA                  NA                     NA 7.716667
## 949            NA           3.5906670              100.42105 7.620000
## 950            NA                  NA                     NA       NA
## 951            NA                  NA                     NA 7.620000
## 952            NA                  NA                     NA 7.685714
## 953            NA           4.1695295               83.41309 7.577584
## 954     0.1027500           1.3161670               96.63636 7.766667
## 955     0.0986250           1.1093890              101.41667 7.774445
## 956            NA                  NA                     NA       NA
## 957     0.1019250           1.4429430               98.79167 7.751894
## 958            NA                  NA                     NA 7.650000
## 959            NA           1.8879380               85.35294 7.705556
## 960            NA           3.3055260               93.72222 7.684211
## 961            NA                  NA                     NA 7.633333
## 962            NA                  NA                     NA 7.671429
## 963     0.0985750           1.2353615               96.88068 7.777778
## 964            NA                  NA                     NA 7.537500
## 965     0.0964500           1.0856670               99.31250 7.788889
## 966            NA           3.8900000               86.00000 7.637500
## 967     0.1179330           0.2405000               85.83333 7.550000
## 968            NA           4.3715910               84.57143 7.584000
## 969     0.0951750           1.2476250              100.45833 7.759167
## 970     0.1310000           1.8149090               97.16667 7.740909
## 971            NA           4.3004385               84.46071 7.581583
## 972     0.1236670           0.3668330               87.50000 7.350000
## 973            NA           3.1722220               99.84000 7.635294
## 974            NA                  NA                     NA 7.685714
## 975            NA           3.3625000               95.41667 7.746154
## 976            NA                  NA                     NA 7.737500
## 977            NA                  NA                     NA 7.677778
## 978            NA                  NA                     NA 7.637500
## 979            NA                  NA                     NA 7.757143
## 980            NA                  NA                     NA 7.490000
## 981     0.1078570           1.5498460               92.32000 7.715385
## 982     0.1380750           2.0331820               96.07971 7.731819
## 983            NA           3.1010000               85.27778 7.604348
## 984            NA           0.8253330               91.33333 7.800000
## 985     0.2451000           0.5422500               86.25000 7.710000
## 986            NA                  NA                     NA 7.616667
## 987            NA                  NA                     NA 7.757143
## 988     0.0531430           1.6723850               95.61905 7.682273
## 989            NA           2.8202060               87.07639 7.613285
## 990     0.0509860           0.1567140               96.00000 7.642857
## 991     0.0551670           0.7096670               93.80000 7.733333
## 992     0.0548335           0.7535420               94.33478 7.735898
## 993            NA                  NA                     NA 7.887500
## 994     0.1138330           0.3680000               91.50000 7.416667
## 995     0.0773330           1.3836670               97.16667 7.800000
## 996            NA                  NA                     NA 7.700000
## 997     0.0698330           0.1653330               91.00000 7.750000
## 998            NA           2.0738000               97.20833 7.642857
## 999            NA                  NA                     NA 7.583333
## 1000           NA                  NA                     NA 7.485714
## 1001           NA           1.4709290               97.64000 7.750000
## 1002           NA                  NA                     NA 7.580000
## 1003    0.0577500           1.1986670               95.50000 7.750000
## 1004    0.0763330           0.7603640               99.47826 7.708696
## 1005    0.0963330           0.4985000               93.00000 7.500000
## 1006           NA                  NA                     NA 7.683333
## 1007    0.1090000           1.8564170               91.41667 7.725000
## 1008           NA                  NA                     NA       NA
## 1009    0.1384500           0.2221250               94.42500 7.784286
## 1010           NA           4.4768180               84.04546 7.615385
## 1011           NA                  NA                     NA 7.700000
## 1012           NA                  NA                     NA 7.780000
## 1013           NA           0.7646670              119.16667 8.200000
## 1014    0.0676670           0.6516670               75.76923 7.700000
## 1015           NA                  NA                     NA 7.900000
## 1016           NA                  NA                     NA       NA
## 1017           NA                  NA                     NA       NA
## 1018           NA                  NA                     NA 7.850000
## 1019           NA                  NA                     NA 7.833333
## 1020           NA           2.2006670                     NA 7.866667
## 1021           NA                  NA                     NA       NA
## 1022           NA                  NA                     NA       NA
## 1023           NA                  NA                     NA       NA
## 1024           NA           0.7362000               97.00000 7.880000
## 1025    0.0755000           0.6950000               90.28571 7.742857
## 1026    0.0701430           0.5738570               88.61539 7.692308
## 1027           NA           0.8168330                     NA 7.833333
## 1028           NA                  NA                     NA 7.533333
## 1029    0.0449170           0.2590000               89.76923 7.846154
## 1030           NA                  NA                     NA 7.816667
## 1031           NA                  NA                     NA 7.833333
## 1032           NA           0.3345000              101.00000 7.800000
## 1033           NA                  NA                     NA       NA
## 1034           NA                  NA                     NA 7.833333
## 1035           NA           0.8205000                     NA 7.966667
## 1036           NA           2.1040000              109.40000 8.083333
## 1037           NA                  NA                     NA       NA
## 1038           NA                  NA                     NA 7.600000
## 1039    0.0673330           0.6218330              110.30000 8.016667
## 1040           NA           1.0282000                     NA 7.920000
## 1041           NA                  NA                     NA 7.640000
## 1042    0.0707500           0.4480000              101.42857 7.900000
## 1043           NA           0.5690000                     NA 7.960000
## 1044           NA                  NA                     NA       NA
## 1045           NA           2.2432860               98.00000 7.842857
## 1046    0.0560000           0.3401670               91.46154 7.946154
## 1047           NA                  NA                     NA 7.750000
## 1048           NA                  NA                     NA 7.671429
## 1049           NA                  NA                     NA 7.700000
## 1050           NA                  NA                     NA 7.914286
## 1051    0.0519860           0.2800000               83.23077 7.884615
## 1052           NA                  NA                     NA 7.775000
## 1053           NA           1.7713330              117.66667 8.166667
## 1054           NA                  NA                     NA       NA
## 1055           NA           0.5753330                     NA 7.840000
## 1056    0.0771140           0.2701430               82.76923 7.700000
## 1057           NA                  NA                     NA 7.700000
## 1058           NA           0.8730000              111.25000 8.075000
## 1059           NA                  NA                     NA 7.630000
## 1060    0.0786670           0.4981670               88.08333 7.641667
## 1061           NA                  NA                     NA 7.942857
## 1062           NA           3.0200000               85.50000 7.750000
## 1063           NA           1.3580000               94.60000 7.887500
## 1064    0.0105000           0.0922500              111.25000 8.475000
## 1065           NA                  NA                     NA 7.780000
## 1066    0.0058000           0.0560000               97.46667 8.251667
## 1067    0.0104000           0.0542860               98.00000 8.244286
## 1068    0.0210000           0.2093330               95.83333 8.066667
## 1069           NA                  NA                     NA 7.740000
## 1070    0.0046950           0.0240830               90.15000 8.048333
## 1071    0.0231430           0.0507140               91.28571 7.942857
## 1072    1.9541670           2.5286700               99.16667 8.131034
## 1073           NA           0.1000000                     NA 8.340000
## 1074    0.0105000           0.0920000               88.75000 8.050000
## 1075           NA           0.0800000                     NA 8.016667
## 1076    0.0056630           0.0508670               94.81667 8.106667
## 1077    0.0059830           0.0508710              102.28571 8.342857
## 1078           NA                  NA                     NA 7.933333
## 1079    0.0115170           0.0641670              102.33333 8.516667
## 1080           NA           0.1000000                     NA 8.116667
## 1081           NA                  NA               95.00000 7.950000
## 1082           NA                  NA                     NA 8.060000
## 1083           NA                  NA               94.14286 8.300000
## 1084    0.0040000           1.4600000               95.00000 8.000000
## 1085           NA                  NA                     NA 7.916667
## 1086    0.0060400           0.0334000               97.40000 8.174000
## 1087    0.0043500           0.0230000               93.20000 8.085000
## 1088           NA           0.1000000                     NA 7.933333
## 1089    0.0061670           0.2738330              105.66667 8.233333
## 1090    0.0060830           0.0346500               96.25000 8.228333
## 1091           NA                  NA                     NA 7.800000
## 1092           NA           0.1000000                     NA 8.042857
## 1093           NA                  NA                     NA       NA
## 1094           NA                  NA               94.33333 8.050000
## 1095    0.0125300           0.0624330              101.00000 8.450000
## 1096    0.0171170           0.0585000              100.83333 8.133333
## 1097           NA           0.1000000                     NA 8.050000
## 1098           NA           0.1000000                     NA 7.880000
## 1099    0.0062950           0.0347830               92.45000 8.026667
## 1100    0.0180000           0.0690000              102.00000 7.700000
## 1101    0.0176670           0.0623330               95.50000 7.933333
## 1102           NA           0.1000000                     NA 7.750000
## 1103    0.0182670           0.0636670               99.16667 8.333333
## 1104           NA                  NA                     NA 7.950000
## 1105           NA           0.0633330                     NA 8.016667
## 1106    0.0069200           0.0380000              104.80000 8.356000
## 1107    0.0213330           0.0428330              107.33333 8.400000
## 1108    0.0063330           0.0470000               96.80000 8.225000
## 1109           NA           0.1000000                     NA 7.814286
## 1110           NA                  NA                     NA 8.020000
## 1111    0.0064330           0.0441670              105.20000 8.280000
## 1112    0.0154290           0.1351430              103.71429 8.357143
## 1113    1.0896250           1.4682020              101.28571 8.179630
## 1114           NA                  NA                     NA 8.162500
## 1115    0.0080330           0.0521670               95.60000 8.120000
## 1116           NA                  NA                     NA 8.050000
## 1117    0.0140000           0.0553330              102.33333 7.833333
## 1118           NA           0.0585710                     NA 8.142857
## 1119    0.0256000           0.0678000              102.00000 8.200000
## 1120    0.0226250           0.0757500               98.62500 8.212500
## 1121    0.0054000           0.0426000               88.60000 8.018000
## 1122    0.0210000           0.0700000              101.85714 8.028571
## 1123    0.0195000           0.0550000                     NA 7.850000
## 1124    0.0142000           0.0452000               98.75000 7.960000
## 1125           NA           0.1000000                     NA 8.133333
## 1126    0.0098000           0.1542000              107.20000 8.300000
## 1127    0.0154860           0.0518570              100.85714 8.340000
## 1128    0.0179645           0.1590715              100.52381 8.295238
## 1129    0.0092600           0.0418000               95.80000 8.198000
## 1130    0.0090100           0.0540000               94.75000 8.225000
## 1131    0.0040570           0.0294290              109.14286 8.028571
## 1132    0.0073000           0.0710000               90.16667 8.240000
## 1133    0.0100000           0.0562000              101.40000 8.140000
## 1134    0.0040000           0.0371000              105.20000 8.260000
## 1135    0.0194000           0.3150000               96.80000 8.280000
## 1136    0.0090000           0.1953330               97.16667 8.016667
## 1137           NA                  NA               89.66667 8.050000
## 1138    0.0108570           0.0438570              103.83333 8.242857
## 1139    0.0078860           0.0545710              101.71429 8.100000
## 1140           NA                  NA                     NA 8.133333
## 1141    0.0260000           0.0807140               87.57143 8.185714
## 1142    0.0248330           0.0588330              104.00000 8.166667
## 1143           NA                  NA               92.66667 8.016667
## 1144    0.0056200           0.0390000              100.20000 7.960000
## 1145    0.0051330           0.0423330               96.50000 8.183333
## 1146    0.0161670           0.0548330              109.83333 8.066667
## 1147           NA                  NA                     NA 7.912500
## 1148    0.0241500           0.0974170               92.16667 8.250000
## 1149           NA                  NA                     NA 7.925000
## 1150    0.0200000           0.0576000               93.20000 8.220000
## 1151    0.0197800           0.0501000              103.50000 8.433333
## 1152    0.0133330           0.0425000              109.50000 8.333333
## 1153    0.0241000           0.0710000               95.00000 8.090000
## 1154    0.1126000           0.0958330                     NA 8.208333
## 1155    0.0155500           0.0674000               86.00000 8.200000
## 1156    0.0260000           0.0939500               89.85000 8.135000
## 1157    0.0590000           0.2400000                     NA 8.116667
## 1158           NA                  NA                     NA       NA
## 1159    0.0257000           0.0560000               93.00000 8.055000
## 1160    0.0297140           0.1051430              101.21429 8.028571
## 1161    0.0259830           0.1186670              100.47143 8.000000
## 1162    0.0550335           0.1120000                     NA 8.023718
## 1163    0.0193670           0.0773330               96.16667 8.133333
## 1164    0.0858000           0.1546150                     NA 8.231250
## 1165    0.0404000           0.0950000                     NA 7.976923
## 1166    0.0521670           0.1633330                     NA 8.316667
## 1167    0.0358330           0.1160000              102.50000 8.050000
## 1168    0.0577500           0.1667500               89.00000 7.425000
## 1169    0.0319000           0.1510000               98.00000 7.906667
## 1170    0.0725000           0.8966670                     NA 8.000000
## 1171    0.0381140           0.0903670                     NA 8.106250
## 1172    0.0396670           0.1278000                     NA 7.909091
## 1173    0.0233330           0.0753330               93.00000 7.966667
## 1174    0.0431670           0.0991670               93.88889 8.066667
## 1175           NA                  NA                     NA       NA
## 1176    0.0280330           0.0860000               94.30000 8.030000
## 1177    0.0775000           0.2220000                     NA 8.108333
## 1178           NA           0.0950000              104.50000 8.133333
## 1179    0.0293330           0.0972000               99.72727 8.109091
## 1180    0.0380000           0.2300000                     NA 7.825000
## 1181    0.0362000           0.1380000               96.40000 7.940000
## 1182    0.0189650           0.0697000               95.15000 8.185000
## 1183    0.0273580           0.0852170              107.16667 7.591667
## 1184    0.0257000           0.0560000               93.00000 8.055000
## 1185           NA                  NA                     NA       NA
## 1186    0.0716670           0.1800000                     NA 8.015385
## 1187    0.0358000           0.1150000               96.60000 7.920000
## 1188    0.0501670           0.0563780                     NA 8.209091
## 1189    0.0206670           0.1105000               93.23077 7.884615
## 1190    0.0356665           0.2000000                     NA 7.954167
## 1191    0.0514000           0.1000000                     NA 8.016667
## 1192    0.0871670           0.2183330                     NA 8.075000
## 1193    0.0442000           0.2216670                     NA 8.100000
## 1194    0.0481430           0.1183330                     NA 8.053846
## 1195    0.0560000           0.2000000               89.50000 7.966667
## 1196           NA           0.0614000               94.40000 8.020000
## 1197           NA                  NA               90.66667 7.900000
## 1198    0.0388000           0.1260000                     NA 8.153333
## 1199    0.0269200           0.0810000               93.12500 8.025000
## 1200    0.0608330           0.2400000                     NA 7.930769
## 1201    0.0528000           0.1309090                     NA 8.193750
## 1202    0.0785710           0.1442860                     NA 8.033333
## 1203           NA                  NA                     NA       NA
## 1204    0.0785500           0.8966670                     NA 8.012500
## 1205    0.0741670           0.7100000                     NA 7.908333
## 1206    0.0318100           0.1159830               92.91667 7.950000
## 1207           NA           0.1538000               99.80000 7.960000
## 1208    0.0158200           0.0597500              101.66000 8.180000
## 1209    0.0283330           0.0755000              101.36364 8.172727
## 1210    0.0436670           0.2966670                     NA 7.750000
## 1211    0.0316000           0.0958330              104.88889 7.954545
## 1212           NA                  NA                     NA       NA
## 1213    0.0370000           0.1566670                     NA 7.984615
## 1214    0.0176500           0.0885000               82.90000 7.991667
## 1215    0.0205500           0.0665000               91.00000 8.215000
## 1216    0.0426000           0.1260000                     NA 7.825000
## 1217    0.0563330           0.2933330                     NA 8.008333
## 1218    0.0715000           0.7075000                     NA 7.875000
## 1219    0.0430000           0.1710000               93.66667 7.900000
## 1220    0.0394290           0.1354290              100.69231 8.000000
## 1221           NA           0.0658000              103.40000 7.980000
## 1222           NA           0.1045000               92.50000 8.066667
## 1223    0.0325000           0.1042500               93.87500 7.562500
## 1224           NA                  NA               89.14286 8.157143
## 1225    0.0546000           0.4160000                     NA 7.820000
## 1226    0.0550000           0.0966670                     NA 8.225000
## 1227    0.0338000           0.1141670                     NA 8.291667
## 1228    0.0288570           0.1048570               85.23077 7.838462
## 1229    0.0440000           0.1134830                     NA 8.100000
## 1230    0.0546000           0.3896665                     NA 7.841818
## 1231    0.0231000           0.1187500              100.81818 7.845455
## 1232    0.0684000           0.1266670                     NA 8.041667
## 1233    0.0366670           0.1769230                     NA 8.169231
## 1234           NA                  NA                     NA       NA
## 1235    0.0123000           0.3380000               87.60000 7.665000
## 1236           NA                  NA                     NA 8.102000
## 1237           NA                  NA                     NA       NA
## 1238    0.0780000           0.2446670               93.80000 7.930000
## 1239    0.0081000           0.6260000              104.40000 8.350000
## 1240    0.0303500           0.2811250               90.64286 7.707143
## 1241           NA           0.5631670               98.16667 8.200000
## 1242    0.0811170           0.2006670               91.83333 7.850000
## 1243           NA           0.5766670               95.21429 8.077778
## 1244           NA           0.2695000               95.50000 8.000000
## 1245    0.0552000           0.1995000               93.48333 7.866667
## 1246           NA           0.3057140               94.21429 7.933333
## 1247    0.0549170           0.1941670               98.00000 7.683333
## 1248    0.0299830           0.3658330               96.90000 7.850000
## 1249           NA           0.3312500               95.58333 7.641667
## 1250           NA           0.3550000               96.71429 8.042857
## 1251    0.0439500           0.3355000               91.70000 7.967500
## 1252           NA                  NA                     NA       NA
## 1253    0.0369000           0.2740000              106.20000 8.020000
## 1254    0.0466000           0.1775000              104.40000 7.800000
## 1255           NA           1.0080530              100.26316 8.226316
## 1256           NA                  NA                     NA       NA
## 1257           NA                  NA                     NA       NA
## 1258           NA                  NA                     NA       NA
## 1259    0.0545000           0.2946250               97.40000 8.040000
## 1260    0.0406600           0.2782000               99.42000 7.560000
## 1261           NA           0.4665710               96.28571 8.157143
## 1262           NA           0.2946670               95.16667 7.866667
## 1263    0.0535710           0.2227140               95.57143 7.614286
## 1264    0.0430430           0.2458570               96.14286 7.671429
## 1265    0.0618330           0.2340000               98.16667 7.483333
## 1266    0.0607000           0.1864000               92.32000 7.916000
## 1267    0.0364000           0.3426000              103.00000 8.527273
## 1268           NA           0.2038330               92.83333 7.884615
## 1269           NA           0.2615330               95.07143 8.026667
## 1270    0.0536400           0.2798000               88.01111 7.644444
## 1271           NA                  NA                     NA       NA
## 1272           NA           0.4653850               96.20000 7.953846
## 1273           NA           0.4043480               97.72727 8.108696
## 1274    0.0460500           0.2015000               98.05000 7.516667
## 1275    0.0599200           0.2200000               94.80000 7.800000
## 1276           NA                  NA                     NA       NA
## 1277           NA           0.4626320               98.05556 8.200000
## 1278    0.0337380           0.3067500               89.35714 7.678571
## 1279           NA                  NA                     NA       NA
## 1280           NA           0.6743750               90.31250 8.087500
## 1281           NA           0.3471000               94.20000 8.113333
## 1282    0.0821000           0.6550000               88.20000 7.660000
## 1283           NA                  NA                     NA       NA
## 1284           NA           0.7300000               99.00000 8.228571
## 1285    0.0508570           0.3361430               88.50000 7.630000
## 1286           NA           0.6662500               96.77778 8.164772
## 1287           NA           0.3474290               95.53333 8.200000
## 1288           NA           0.2816670               93.66667 8.077778
## 1289           NA           0.3033330               93.16667 8.000000
## 1290           NA           0.6500000               96.66667 8.154545
## 1291           NA           0.6272500               93.76923 8.066667
## 1292    0.0139500           0.3315000               97.95000 8.185714
## 1293    0.0563330           0.2456000               99.85714 8.000000
## 1294           NA           0.5041670              100.00000 8.192308
## 1295    0.0170000           0.0960000               91.00000 7.537500
## 1296           NA                  NA               95.83333 7.620000
## 1297    0.0084080           0.0596830               95.83333 7.533333
## 1298    0.0128740           0.0456130               92.62500 7.775000
## 1299    0.0170000           0.0655000               94.00000 7.671429
## 1300    0.0165000           0.0730000               97.28571 7.442857
## 1301    0.0085320           0.0420200               93.80000 7.940000
## 1302    0.0240000                  NA               93.10714 7.869445
## 1303    0.0176335                  NA               95.08333 7.414286
## 1304    0.0078170           0.0402860               97.58571 7.800000
## 1305           NA           0.0950000              100.06250 7.694118
## 1306    0.0207500           0.0597500               93.25000 7.400000
## 1307           NA                  NA               97.92857 7.625000
## 1308           NA           0.0865710               98.15385 7.785714
## 1309           NA                  NA               97.33333 7.333333
## 1310    0.0132500           0.0500000               94.77778 7.766667
## 1311           NA                  NA               96.33333 7.712500
## 1312    0.0089000           0.0386000               94.88000 7.674000
## 1313    0.0244290           0.0500000               96.50000 7.500000
## 1314    0.0104290           0.0439570              101.42857 8.100000
## 1315    0.0114170           0.0443330               94.15000 7.886667
## 1316           NA           0.0786000               97.00000 7.340000
## 1317    0.0095860           0.0508570               87.12857 7.705714
## 1318    0.0305000           0.1116000               91.69231 7.692308
## 1319    0.0092860           0.0424290               93.71429 7.200000
## 1320    0.0106670           0.0680000               97.50000 7.650000
## 1321           NA           0.1700000               98.60000 7.471429
## 1322    0.0125830           0.0388500              103.50000 8.050000
## 1323    0.0145000           0.0956670               97.83333 7.966667
## 1324    0.0136000           0.0927140               90.80000 7.655000
## 1325    0.0077200           0.0406000               97.88000 7.154000
## 1326           NA           0.0895450               98.57143 7.616667
## 1327           NA           0.0500000               99.45454 7.781818
## 1328    0.0151710           0.0530000               97.43750 7.730000
## 1329           NA                  NA               95.00000 7.185714
## 1330           NA                  NA               98.00000 7.580000
## 1331           NA           0.0600000               99.42857 7.685714
## 1332           NA           0.1700000               97.16667 7.550000
## 1333    0.0190000           0.0546000               94.60000 7.400000
## 1334           NA                  NA               97.57143 7.771429
## 1335           NA           0.0600000               96.37500 7.790909
## 1336           NA           0.1006840               93.70000 7.650000
## 1337    0.0166670           0.0943330               98.57143 7.642857
## 1338           NA                  NA               97.85714 7.600000
## 1339    0.0176670                  NA               95.16667 7.428571
## 1340    0.0153330           0.0978330              101.33333 7.700000
## 1341           NA                  NA               98.71429 7.850000
## 1342           NA                  NA               98.00000 7.700000
## 1343    0.0105610           0.0485500               89.80000 7.746000
## 1344           NA                  NA               95.42857 7.711111
## 1345           NA           0.0997500               98.37500 7.587500
## 1346    0.0048290           0.0417140               96.00000 8.171429
## 1347    0.0161330                  NA                     NA 8.033333
## 1348           NA                  NA                     NA 7.962500
## 1349           NA                  NA                     NA 8.183333
## 1350    0.0067500           0.0981670               94.33333 7.800000
## 1351           NA                  NA                     NA 8.038750
## 1352    0.0090400           0.0818000              102.60000 8.020000
## 1353           NA                  NA                     NA 8.037500
## 1354    0.0166670           0.1136670              100.16667 8.016667
## 1355           NA                  NA                     NA       NA
## 1356    0.0095600           0.0514000              102.24000 8.106000
## 1357           NA           0.2200000                     NA 7.850000
## 1358    0.0134500           0.0180000              111.65000 8.172500
## 1359    0.0098330           0.0368330               99.50000 8.133333
## 1360    0.0055500           0.0635000               94.26667 7.666667
## 1361    0.0150000                  NA                     NA 7.900000
## 1362    0.0085000           0.1002000               96.70000 8.100000
## 1363           NA                  NA                     NA 8.183333
## 1364    0.0234290           0.1181430              106.25000 8.150000
## 1365    0.0101430                  NA              102.25000 8.042857
## 1366    0.0050830           0.0536670              104.33333 8.250000
## 1367           NA           0.0791670               94.16667 7.983333
## 1368    0.0152000           0.0792000               97.40000 8.101667
## 1369    0.0055330           0.0351670               93.63333 8.021667
## 1370           NA                  NA                     NA 7.925000
## 1371    0.0131250           0.1020000              115.50000 8.125000
## 1372           NA           0.0860000               99.14286 8.014286
## 1373    0.0510000           0.1200000                     NA 8.100000
## 1374    0.0221670           0.1450000                     NA 8.166667
## 1375           NA                  NA                     NA 8.066667
## 1376           NA           0.1023330               95.50000 8.066667
## 1377           NA                  NA                     NA 8.083333
## 1378           NA           0.0781670               98.50000 7.991667
## 1379           NA                  NA                     NA 8.085714
## 1380    0.0054080           0.0442400               96.40000 7.960000
## 1381    0.0170000           0.0595000                     NA 8.180000
## 1382    0.0373330                  NA              104.33333 8.183333
## 1383    0.0071000           0.0330000               96.62857 8.094286
## 1384    0.0088000           0.1072000               97.33333 8.083333
## 1385           NA                  NA                     NA       NA
## 1386    0.0238000           0.0958000              105.50000 8.060000
## 1387           NA                  NA                     NA 8.100000
## 1388    0.0278330           0.0850000                     NA 8.166667
## 1389           NA           0.1700000                     NA 8.280000
## 1390           NA           0.2103330              112.33333 8.333333
## 1391           NA                  NA                     NA 8.228571
## 1392    0.0083500           0.0360000               92.50000 8.000000
## 1393    0.0204000                  NA                     NA 8.216667
## 1394           NA                  NA                     NA 7.950000
## 1395           NA                  NA                     NA 8.040000
## 1396    0.0091500           0.0460000              106.00000 8.205000
## 1397           NA                  NA                     NA 7.925000
## 1398           NA                  NA                     NA 8.050000
## 1399    0.0253330           0.1683330                     NA 8.200000
## 1400           NA                  NA                     NA 8.120000
## 1401    0.0064420           0.0887170              101.83333 8.100000
## 1402    0.0057000           0.0487500               94.25000 8.100000
## 1403    0.0061430           0.0588570               96.57143 7.985714
## 1404    0.0060800           0.0446000               99.00000 8.040000
## 1405           NA                  NA                     NA 8.250000
## 1406           NA           0.0786670               98.16667 7.966667
## 1407           NA           0.0951670               99.00000 8.033333
## 1408           NA                  NA                     NA 8.058333
## 1409           NA           0.2100000                     NA 8.150000
## 1410    0.0155000           0.0665000                     NA 8.100000
## 1411           NA           0.1103330              100.00000 8.183333
## 1412           NA                  NA                     NA       NA
## 1413    0.0188330           0.1500000                     NA 8.166667
## 1414    0.0046170           0.0420000              103.16667 8.166667
## 1415    0.0040000           0.0511670               95.45000 7.951667
## 1416           NA                  NA                     NA       NA
## 1417    0.0131670           0.0453330               98.33333 7.416667
## 1418           NA                  NA                     NA       NA
## 1419    0.0117140           0.0721430               98.42857 7.600000
## 1420    0.0052200           0.0736000              100.26000 7.340000
## 1421    0.0158380           0.0586830               95.50000 7.550000
## 1422           NA                  NA              101.25000 7.455556
## 1423    0.0069420           0.0503330               98.00000 7.650000
## 1424           NA                  NA                     NA       NA
## 1425    0.0053250           0.0376250              102.40000 8.072500
## 1426    0.0052500           0.0428330              100.80000 7.664286
## 1427    0.0095800           0.0922000               99.90000 7.500000
## 1428           NA           0.0476670              101.56667 7.960000
## 1429           NA                  NA               97.55556 7.466667
## 1430    0.0125710           0.0697140               97.71429 7.472857
## 1431           NA                  NA              103.00000 6.900000
## 1432           NA           0.0325710              102.00000 7.357143
## 1433           NA                  NA                     NA       NA
## 1434    0.0068060           0.0742500               98.25000 7.637500
## 1435    0.0077710           0.0738570               99.64286 7.700000
## 1436    0.0040000                  NA               96.81429 7.657143
## 1437           NA                  NA                     NA       NA
## 1438           NA                  NA               99.33333 7.266667
## 1439           NA                  NA               99.11111 7.466667
## 1440           NA           0.0600000               95.60000 7.200000
## 1441    0.0115000           0.0296670               96.83333 7.160000
## 1442    0.0045000           0.0238000               99.26667 8.055000
## 1443           NA           0.0405000               97.62500 7.262500
## 1444    0.0097500           0.0570000               99.00000 7.316667
## 1445           NA           0.0290000               96.16667 7.300000
## 1446           NA                  NA                     NA       NA
## 1447    0.0044000           0.0556670               96.80000 8.058333
## 1448           NA                  NA                     NA       NA
## 1449           NA                  NA                     NA       NA
## 1450    0.0150000           0.0628000               97.80000 7.240000
## 1451           NA           0.0382000               97.94000 7.978000
## 1452    0.0074620           0.0798750               98.11250 7.500000
## 1453    0.0059070           0.0866670               97.16667 7.250000
## 1454    0.0079500           0.0700000               98.68333 7.733333
## 1455    0.0040290           0.0674290              100.00000 7.528571
## 1456    0.0057000           0.0430000               92.41667 8.075000
## 1457    0.0070000           0.0500000               94.66667 7.366667
## 1458    0.0049000                  NA               95.47143 7.957143
## 1459           NA                  NA              100.14286 7.314286
## 1460           NA                  NA              100.00000 7.100000
## 1461           NA           0.0593330               97.16667 7.416667
## 1462    0.0122070           0.0710170               96.00000 7.316667
## 1463    0.0123330           0.0366670               97.57143 7.366667
## 1464           NA                  NA                     NA       NA
## 1465           NA                  NA              102.66667 7.600000
## 1466           NA                  NA                     NA       NA
## 1467           NA           0.0428330               99.50000 7.216667
## 1468    0.0148570           0.0781430               96.28571 7.714286
## 1469           NA                  NA              100.33333 7.333333
## 1470           NA                  NA                     NA       NA
## 1471           NA                  NA              100.62500 7.487500
## 1472           NA                  NA                     NA       NA
## 1473           NA           0.0370000               95.85714 7.171429
## 1474    0.0053780           0.0748330               98.16667 7.533333
## 1475    0.0094000           0.0556000               98.00000 7.160000
## 1476           NA                  NA               98.66667 7.283333
## 1477    0.0097830                  NA               89.06667 7.633333
## 1478           NA                  NA              101.00000 7.375000
## 1479    0.0108330           0.0505000               99.33333 7.483333
## 1480           NA                  NA                     NA 8.100000
## 1481           NA           0.0740000                     NA 8.040000
## 1482           NA                  NA                     NA 8.400000
## 1483           NA           0.0675000                     NA 7.400000
## 1484           NA                  NA                     NA       NA
## 1485           NA           0.0535000                     NA 8.066667
## 1486           NA                  NA                     NA 7.628571
## 1487           NA           0.0500000                     NA 8.340000
## 1488           NA           0.1000000                     NA 8.500000
## 1489           NA           0.0650000               89.00000 7.766667
## 1490           NA           0.0766000                     NA 7.580000
## 1491           NA           0.0921670                     NA 7.750000
## 1492    0.0676670           0.0695000              108.25000 8.125000
## 1493           NA           0.1000000                     NA 8.220000
## 1494           NA                  NA                     NA       NA
## 1495           NA                  NA                     NA       NA
## 1496           NA                  NA                     NA       NA
## 1497           NA                  NA                     NA 8.550000
## 1498           NA                  NA                     NA 7.777778
## 1499    0.0254790           0.0256430               86.85714 7.742857
## 1500           NA           0.0585710                     NA 7.712500
## 1501    0.0451670           0.0588330               95.33333 7.750000
## 1502           NA                  NA                     NA       NA
## 1503           NA                  NA                     NA 7.840000
## 1504           NA           0.0800000               84.80000 7.720000
## 1505           NA           0.0706000                     NA 7.880000
## 1506           NA           0.0616670                     NA 7.771429
## 1507           NA           0.1000000                     NA 8.371429
## 1508           NA           0.1000000                     NA 8.366667
## 1509           NA           0.0590000                     NA 8.300000
## 1510           NA           0.2333330                     NA 7.966667
## 1511           NA           0.0805000                     NA 8.050000
## 1512           NA                  NA                     NA       NA
## 1513           NA           0.0515710               92.57143 8.028571
## 1514           NA                  NA                     NA       NA
## 1515           NA           0.1833330                     NA 7.716667
## 1516    0.0710000           0.1550000               97.00000 7.600000
## 1517           NA                  NA                     NA 8.000000
## 1518           NA           0.2022220                     NA 7.575000
## 1519    0.0264530           0.0295670               88.28571 7.871429
## 1520           NA                  NA                     NA 8.160000
## 1521           NA           0.1000000                     NA 8.120000
## 1522           NA           0.0653330              102.66667 8.216667
## 1523           NA           0.0552860              137.57143 8.385714
## 1524           NA           0.0581670               98.83333 7.900000
## 1525    0.0260170           0.0348000              104.66667 8.116667
## 1526           NA                  NA                     NA       NA
## 1527           NA           0.0910000               85.50000 7.966667
## 1528           NA           0.0642500               98.25000 7.900000
## 1529    0.0672000           0.0800000               94.60000 7.920000
## 1530           NA           0.0917500               77.50000 7.750000
## 1531           NA                  NA                     NA       NA
## 1532    0.0293000           0.0247500              107.83333 8.166667
## 1533           NA                  NA                     NA 8.283333
## 1534           NA           0.1220000                     NA 7.880000
## 1535    0.0168000           0.0115000               97.60000 8.375000
## 1536           NA           0.0720000                     NA 7.400000
## 1537    0.0197500           0.0690000               95.00000 8.290000
## 1538           NA           0.0641670                     NA 8.000000
## 1539           NA                  NA                     NA 7.871429
## 1540           NA           0.0774000                     NA 8.220000
## 1541           NA           0.1000000                     NA 8.220000
## 1542           NA           0.1718330               92.50000 7.916667
## 1543    0.0252500           0.0450000              103.80000 7.940000
## 1544           NA           0.1290000                     NA 8.228571
## 1545           NA           0.1612000                     NA 7.760000
## 1546           NA           0.1835000                     NA 7.950000
## 1547    0.0610000           0.0390000               98.75000 8.225000
## 1548           NA           0.1000000                     NA 8.200000
## 1549           NA                  NA                     NA       NA
## 1550           NA                  NA                     NA       NA
## 1551    0.0278000           0.0055000              101.55000 8.560000
## 1552           NA                  NA                     NA 8.500000
## 1553           NA                  NA                     NA 8.275000
## 1554           NA                  NA                     NA 8.011111
## 1555    0.0298500           0.0205000               89.50000 8.295000
## 1556    0.0110500           0.0200000               83.50000 8.235000
## 1557           NA           0.0612500                     NA 7.722222
## 1558           NA           0.0596670               92.83333 8.150000
## 1559    0.0249500           0.0456000               89.95000 8.340000
## 1560           NA                  NA                     NA 8.180000
## 1561           NA           0.0916000               98.80000 8.040000
## 1562           NA           0.1930000                     NA 7.900000
## 1563           NA           0.0650000                     NA 7.766667
## 1564    0.0390000           0.0548330               91.50000 7.983333
## 1565           NA           0.1000000                     NA 8.066667
## 1566           NA           0.1666670                     NA 8.166667
## 1567           NA           0.0875000                     NA 8.133333
## 1568           NA                  NA                     NA       NA
## 1569           NA           0.0717140               96.28571 8.214286
## 1570           NA                  NA                     NA       NA
## 1571    0.0322670           0.0393330              102.73333 8.280000
## 1572           NA           0.2216670                     NA 7.883333
## 1573           NA                  NA                     NA 8.066667
## 1574           NA           0.0844440                     NA 7.787500
## 1575           NA                  NA                     NA 8.080000
## 1576    0.0094000           0.0100000              102.00000 8.400000
## 1577           NA           0.1000000                     NA 8.040000
## 1578           NA           0.0943330              102.00000 8.283333
## 1579           NA           0.0340000               94.66667 8.216667
## 1580           NA           0.0755000               96.83333 8.083333
## 1581    0.0175670           0.0334170               98.83333 8.333333
## 1582           NA           0.0508330               96.00000 8.183333
## 1583           NA           0.0717500              100.00000 8.125000
## 1584    0.0246000           0.0200000               93.00000 8.080000
## 1585           NA           0.0710000               95.50000 8.033333
## 1586           NA                  NA                     NA       NA
## 1587    0.0152030           0.0384670               87.33333 8.300000
## 1588           NA           0.7250000                     NA 7.540000
## 1589    0.0050670           0.0272000               85.55000 7.583333
## 1590    0.0040000           0.0401670               87.83333 7.733333
## 1591    0.0040000           0.0270000               90.00000 7.662000
## 1592           NA           0.0683330                     NA 7.700000
## 1593    0.0040000           0.0232000               81.88000 7.686000
## 1594    0.0041430           0.0284290               88.65714 7.694286
## 1595           NA           0.0533330                     NA 7.480000
## 1596           NA                  NA                     NA       NA
## 1597    0.0046670           0.0485330               83.83333 7.688333
## 1598    0.0040000           0.0236670               87.36667 7.551667
## 1599    0.0106000           0.0550000               99.50000 7.640000
## 1600    0.0040000           0.0375000               85.22500 7.591667
## 1601           NA           0.0640000                     NA 7.700000
## 1602    0.0135000           0.0650000                     NA 7.466667
## 1603           NA           0.1228570                     NA 7.450000
## 1604           NA                  NA                     NA       NA
## 1605           NA           0.1000000                     NA 7.580000
## 1606    0.0117500           0.0572500               91.70000 7.675000
## 1607           NA           0.1000000                     NA 7.833333
## 1608    0.0040000           0.0438330               81.11667 7.333333
## 1609    0.0044860           0.0251670               79.75714 7.637143
## 1610    0.0040000           0.0503330               91.33333 7.716667
## 1611    0.0070000           0.0662860               94.85714 7.585714
## 1612    0.0062220           0.0700000                     NA 7.655556
## 1613           NA           0.1000000                     NA 7.733333
## 1614    0.0044430           0.0370000               85.48571 7.681429
## 1615    0.0040000           0.0358000              103.20000 7.620000
## 1616    0.0044430           0.0371430               83.28571 7.654286
## 1617    0.0282500           0.0900000                     NA 7.683333
## 1618    0.0040000           0.0416000               86.68000 7.596000
## 1619    0.0186000           0.2500000               86.40000 7.560000
## 1620    0.0041000           0.0266670               89.50000 7.583333
## 1621    0.0040000           0.0240000               81.20000 7.605000
## 1622    0.0082000           0.0624000               81.80000 7.560000
## 1623    0.0146670           0.1083330                     NA 7.683333
## 1624    0.0060000           0.0522860               83.57143 7.300000
## 1625    0.0080000           0.0476000               86.80000 7.760000
## 1626           NA           0.0360000               87.60000 7.620000
## 1627    0.0106670           0.2116670               82.83333 7.633333
## 1628    0.0041000           0.0391670               83.36667 7.516667
## 1629           NA           0.1000000                     NA 7.791667
## 1630           NA           0.0628570                     NA 7.571429
## 1631           NA           0.0550000                     NA 7.583333
## 1632    0.0132830           0.0279670               87.33333 7.600000
## 1633           NA           0.0614000               83.40000 7.560000
## 1634    0.0053330           0.0493330               87.16667 7.600000
## 1635    0.0041160           0.0308860               86.85714 7.600000
## 1636    0.0040000           0.0336670               81.10000 7.705000
## 1637    0.0040500           0.0378330               86.31667 7.694286
## 1638           NA           0.0550000                     NA 7.400000
## 1639    0.0040000           0.0438330               86.33333 7.550000
## 1640    0.0100000           0.0631670               90.75000 7.587500
## 1641           NA           0.0450000                     NA 7.500000
## 1642           NA           0.0326670               88.66667 7.500000
## 1643    0.0073330           0.0526670                     NA 7.466667
## 1644    0.0264000           0.0560170                     NA 7.616667
## 1645    0.0060000           0.0544000               87.40000 7.660000
## 1646    0.0068570           0.0633330                     NA 7.655556
## 1647    0.0040000           0.0452000               87.08000 7.676000
## 1648    0.0040000           0.0347500               82.80000 7.530000
## 1649           NA           0.0573330               94.00000 7.633333
## 1650           NA           0.1000000                     NA 7.800000
## 1651    0.0047200           0.0306000               90.40000 7.656000
## 1652    0.0094400           0.0420000               87.20000 7.660000
## 1653           NA           0.1000000                     NA 7.766667
## 1654    0.0146000           0.0472670                     NA 7.616667
## 1655    0.0040000           0.0344200               95.00000 7.700000
## 1656           NA           0.0675000                     NA 7.625000
## 1657    0.0040000           0.0350000               82.28571 7.514286
## 1658    0.0072500           0.0602500               88.11111 7.700000
## 1659           NA           0.1000000                     NA 7.725000
## 1660           NA           0.0363330               87.16667 7.550000
## 1661           NA           0.1566670                     NA 7.691667
## 1662    0.0181670           0.0612330                     NA 7.633333
## 1663    0.0085000           0.0871430                     NA 7.642857
## 1664    0.0139600           0.7465000               85.66667 7.950000
## 1665    0.0611670           0.4001670               96.50000 7.966667
## 1666           NA                  NA                     NA 8.142857
## 1667    0.0171140           0.3643330              100.14286 8.100000
## 1668    0.0382860           0.6115710              103.00000 8.128571
## 1669           NA                  NA                     NA       NA
## 1670           NA                  NA               85.00000 7.950000
## 1671    0.0460000           1.1848330               88.00000 7.950000
## 1672    0.0475000           0.7476670               97.16667 7.978333
## 1673           NA                  NA                     NA 7.942857
## 1674    0.0253670           0.3883330              104.50000 8.133333
## 1675    0.0325710           1.1032860               96.00000 7.985714
## 1676    0.0224830           0.3063330               94.16667 7.866667
## 1677    0.0296830           0.2078330               98.33333 8.100000
## 1678    0.0316670           0.3573330               91.33333 8.033333
## 1679           NA                  NA                     NA       NA
## 1680           NA                  NA                     NA 8.100000
## 1681           NA                  NA                     NA       NA
## 1682           NA                  NA                     NA       NA
## 1683           NA                  NA                     NA 8.000000
## 1684           NA                  NA                     NA       NA
## 1685           NA                  NA                     NA 8.000000
## 1686    0.0208000           0.1748570              102.50000 8.142857
## 1687    0.0224400           0.1590000               90.40000 7.960000
## 1688           NA                  NA                     NA 7.700000
## 1689    0.0211080           0.5198330               85.66667 7.900000
## 1690           NA                  NA                     NA       NA
## 1691           NA                  NA                     NA 8.166667
## 1692           NA                  NA                     NA       NA
## 1693    0.0269860           0.3755710               90.25000 8.025000
## 1694    0.0540000           0.2851670              100.00000 7.950000
## 1695    0.0146800           0.5290000               89.16667 8.033333
## 1696    0.0232710           0.2282000              107.14286 8.200000
## 1697    0.0495000           1.0895000               90.66667 7.950000
## 1698           NA                  NA                     NA       NA
## 1699           NA                  NA                     NA 8.150000
## 1700    0.0251500           0.3325000               84.50000       NA
## 1701           NA                  NA               99.40000 8.116667
## 1702           NA                  NA                     NA       NA
## 1703           NA                  NA                     NA 7.900000
## 1704    0.0488140           0.3775710               90.71429 7.933333
## 1705    0.0206170           0.3506670               92.16667 8.050000
## 1706    0.0272670           0.1065000               91.66667 8.000000
## 1707    0.0556670           1.3505000               82.33333 7.916667
## 1708    0.0292140           0.2070000               88.42857 8.000000
## 1709           NA                  NA                     NA 7.916667
## 1710    0.0266000           0.1736000               98.80000 8.060000
## 1711           NA                  NA                     NA       NA
## 1712    0.0253330           0.9792000               87.16667 8.100000
## 1713           NA                  NA                     NA       NA
## 1714    0.0600000           0.2765000               93.00000 7.950000
## 1715    0.0528830           0.3623330               87.50000 7.966667
## 1716           NA                  NA                     NA 7.860000
## 1717    0.0059290           0.0228570               93.71429 7.985714
## 1718           NA           0.0412000               98.66667 7.960000
## 1719    0.0138330           0.0548330               93.43333 7.950000
## 1720    0.0082000           0.1866670               92.37500 7.737500
## 1721    0.0136000           0.1138000               96.40000 7.960000
## 1722    0.0170000           0.1231430               95.71429 7.842857
## 1723           NA                  NA                     NA 7.850000
## 1724           NA                  NA                     NA 7.866667
## 1725           NA           0.0542500               98.60000 7.870000
## 1726           NA                  NA                     NA 7.860000
## 1727           NA                  NA                     NA 7.900000
## 1728           NA                  NA                     NA 7.800000
## 1729    0.0079000           0.0200000               93.66667 8.000000
## 1730           NA                  NA                     NA 7.900000
## 1731           NA                  NA                     NA 7.950000
## 1732           NA                  NA                     NA 7.775000
## 1733    0.0073430           0.0339830               94.00000 7.871429
## 1734    0.0061170           0.0286670               99.83333 8.050000
## 1735           NA                  NA                     NA 7.966667
## 1736           NA           0.1724290               94.48571 7.928571
## 1737    0.0177140           0.1850000               94.77778 7.963636
## 1738           NA                  NA                     NA 8.000000
## 1739           NA                  NA                     NA 7.933333
## 1740    0.0086500           0.0348330              101.33333 8.011111
## 1741           NA                  NA                     NA       NA
## 1742    0.0042570                  NA               96.85714 7.917143
## 1743           NA                  NA                     NA 8.012500
## 1744           NA           0.0550000               95.16667 7.850000
## 1745           NA           0.0970000               92.18333 7.814286
## 1746    0.0051710           0.0274290               94.07692 7.846154
## 1747           NA           0.0976670              100.00000 8.066667
## 1748           NA                  NA                     NA 7.854545
## 1749           NA           0.0692860               94.53846 7.811111
## 1750           NA                  NA                     NA 7.983333
## 1751           NA           0.0826670               99.66667 8.016667
## 1752    0.0145000           0.1925000              102.42857 7.925000
## 1753           NA           0.0641670               94.33333 7.916667
## 1754           NA                  NA                     NA 7.883333
## 1755           NA           0.0901670               99.83333 8.041667
## 1756    0.0044480           0.0267200               95.00000 7.833333
## 1757    0.0090700           0.0309830              104.55556 7.922222
## 1758    0.0058330                  NA               90.38333 7.833333
## 1759           NA                  NA                     NA 7.880000
## 1760           NA                  NA                     NA 7.760000
## 1761           NA           0.2998330               90.95000 7.900000
## 1762           NA                  NA                     NA 7.875000
## 1763           NA                  NA                     NA 7.928571
## 1764    0.0148750           0.2353750               96.33333 7.833333
## 1765    0.0051500                  NA               88.75000 7.800000
## 1766           NA                  NA                     NA       NA
## 1767    0.0048710           0.0320000               90.90000 7.665714
## 1768           NA                  NA                     NA 7.944444
## 1769           NA                  NA                     NA 7.942857
## 1770    0.0138330           0.0536670               94.10000 7.950000
## 1771           NA                  NA                     NA       NA
## 1772    0.0074500                  NA               88.20000 7.930000
## 1773    0.0040000           0.0100000              101.20000 8.160000
## 1774           NA                  NA                     NA 7.975000
## 1775    0.0269430           0.1912860               89.60000 7.793333
## 1776           NA                  NA                     NA 8.183333
## 1777    0.0360000           0.1865000               96.70000 8.080000
## 1778           NA           0.2015000               93.50000 7.900000
## 1779           NA                  NA                     NA       NA
## 1780           NA                  NA                     NA 7.766667
## 1781           NA                  NA                     NA       NA
## 1782    0.0603600           0.2115000               87.60000 7.880000
## 1783    0.0425000           0.2910000               83.16667 7.750000
## 1784    0.0462170           0.1863330               99.23077 7.530769
## 1785    0.0517140           0.2001430               96.92857 7.842857
## 1786    0.0315140           0.2116670               94.74286 7.757143
## 1787    0.0360330           0.2136670               92.50000 7.816667
## 1788           NA                  NA                     NA 8.000000
## 1789    0.0769500           0.2030000               85.40000 7.870000
## 1790           NA                  NA                     NA 8.200000
## 1791    0.0391670           0.1606670              109.12500 8.016667
## 1792    0.0491170                  NA               88.33333 7.990000
## 1793    0.0485000           0.2645000               86.37500 7.400000
## 1794    0.0528290                  NA                     NA 7.950000
## 1795    0.0635000           0.1845000               97.44444 7.944444
## 1796    0.0264330           0.1996670               96.83333 8.036667
## 1797           NA           0.2360000               81.66667 7.750000
## 1798    0.0453330                  NA               95.60000 7.966667
## 1799    0.0570000           0.2590000               91.62000 7.900000
## 1800    0.0379800           0.2196670               88.40000 7.780000
## 1801    0.0315500           0.1610000               94.20000 7.915000
## 1802    0.0675000           0.3495000               87.90000 7.800000
## 1803    0.0653750                  NA                     NA 7.837500
## 1804    0.0603600           0.2115000               87.60000 7.880000
## 1805    0.0187500                  NA               92.83333 7.983333
## 1806    0.0341200                  NA               95.68000 7.918000
## 1807    0.0717500           0.1323000                     NA 8.000000
## 1808    0.0340500           0.1760000               98.95000 8.035000
## 1809    0.0328330           0.2840000               88.61539 7.800000
## 1810           NA                  NA                     NA 7.633333
## 1811           NA           0.2000000                     NA 7.916667
## 1812           NA                  NA                     NA 7.916667
## 1813           NA                  NA                     NA       NA
## 1814           NA                  NA                     NA 8.014286
## 1815    0.0663330           0.3055000               91.33333 7.900000
## 1816           NA           0.2330000               91.60000 7.920000
## 1817    0.0352600                  NA               83.20000 7.640000
## 1818           NA                  NA                     NA 8.040000
## 1819    0.0381200           0.2222000               89.75000 7.737500
## 1820           NA                  NA                     NA 7.700000
## 1821    0.0515710           0.2901430               92.46154 7.869091
## 1822    0.0310330           0.1600000               86.73333 7.948333
## 1823           NA                  NA                     NA 8.020000
## 1824           NA                  NA                     NA 7.842857
## 1825    0.0206500           0.1425000               94.35000 8.090000
## 1826           NA                  NA                     NA 7.850000
## 1827    0.0319500           0.2575000               93.41667 7.691667
## 1828    0.0575830           0.3523330               86.58333 7.750000
## 1829    0.0306670           0.2006670              100.09091 7.972727
## 1830           NA                  NA                     NA 7.583333
## 1831    0.0796670                  NA              111.00000 7.900000
## 1832    0.0344000           0.1864290               99.83333 7.825000
## 1833    0.0174330           0.1620000               93.60000 8.120000
## 1834           NA                  NA                     NA 7.716667
## 1835           NA           0.2000000                     NA 7.857143
## 1836    0.0733330           0.3055000               92.66667 7.850000
## 1837           NA           0.2608330               92.00000 7.800000
## 1838    0.0295290           0.2145000               89.87143 7.914286
## 1839           NA           0.2250000               89.80000 7.740000
## 1840    0.0299500           0.1450000              105.35000 8.020000
## 1841           NA                  NA                     NA       NA
## 1842    0.0350000           0.2850000               86.50000 7.437500
## 1843    0.0291290                  NA               87.71429 7.900000
## 1844           NA                  NA                     NA 8.066667
## 1845           NA                  NA                     NA 8.050000
## 1846    0.0424290           0.2642860               81.53846 7.653846
## 1847    0.0370000           0.1720000                     NA 7.916667
## 1848    0.0677170                  NA                     NA 7.800000
## 1849           NA                  NA                     NA 7.966667
## 1850           NA                  NA                     NA 8.000000
## 1851    0.0648170           0.2116670               91.66667 8.206667
## 1852    0.1055000           0.8590000              113.33333 8.583333
## 1853    0.1284290           1.0018330               77.00000 8.116667
## 1854           NA                  NA                     NA 8.020000
## 1855           NA                  NA                     NA 8.216667
## 1856           NA                  NA                     NA 8.475000
## 1857           NA           1.6500000              124.28571 8.671429
## 1858           NA                  NA                     NA 8.216667
## 1859           NA                  NA                     NA 7.900000
## 1860           NA                  NA                     NA 8.383333
## 1861           NA                  NA                     NA 8.475000
## 1862    0.0985670           0.2711670               92.50000 8.133333
## 1863           NA                  NA                     NA 7.860000
## 1864           NA                  NA                     NA 8.180000
## 1865    0.1470000           1.8020000              107.80000 8.660000
## 1866           NA           2.2600000              119.00000 8.300000
## 1867           NA                  NA                     NA 8.100000
## 1868           NA           0.9880000                     NA 8.250000
## 1869           NA                  NA                     NA 8.528571
## 1870    0.0565500           0.2510000               88.25000 8.090000
## 1871    0.1038330           0.3346670               94.16667 8.300000
## 1872           NA                  NA                     NA 8.157143
## 1873           NA           2.3000000               97.16667 8.166667
## 1874           NA           1.5960000               88.75000 8.140000
## 1875    0.0991670           1.1200000              102.66667 8.216667
## 1876    0.1150600           0.3328000               95.20000 8.100000
## 1877    0.0800000           0.6334290              101.42857 8.081429
## 1878           NA                  NA                     NA 8.414286
## 1879    0.0729000           0.2653330               97.20000 8.200000
## 1880           NA           1.1244000               96.66667 8.100000
## 1881    0.0767000           0.3182000               96.33333 8.166667
## 1882    0.1540000           2.0020000               85.00000 8.440000
## 1883    0.1080000           1.8300000              108.60000 8.360000
## 1884    0.0897830           0.3666670              102.33333 8.383333
## 1885           NA                  NA                     NA 7.875000
## 1886           NA                  NA                     NA 8.200000
## 1887           NA           1.9716670               98.00000 8.316667
## 1888           NA                  NA                     NA 8.214286
## 1889           NA           1.4020000                     NA 8.283333
## 1890    0.0578330           0.5045000               94.75000 8.362500
## 1891           NA                  NA                     NA 7.933333
## 1892    0.0674670           0.2685000               93.66667 8.216667
## 1893           NA                  NA                     NA 7.983333
## 1894    0.1076670           0.9160000              115.83333 8.416667
## 1895           NA           2.1683330              106.83333 8.433333
## 1896    0.0981670           0.9028330               97.83333 8.050000
## 1897           NA                  NA                     NA 8.120000
## 1898    0.0692170           0.2996670              102.16667 8.200000
## 1899           NA                  NA                     NA 7.966667
## 1900           NA                  NA                     NA 7.900000
## 1901    0.0670670           0.3188330               98.16667 8.250000
## 1902    0.0497000           0.2840000               96.00000 8.100000
## 1903    0.1440000           0.9225000              103.60000 8.228333
## 1904           NA                  NA                     NA 8.050000
## 1905    0.1060170           0.2716670              102.00000 8.266667
## 1906           NA                  NA                     NA 7.771429
## 1907           NA           0.1766000               96.60000 7.880000
## 1908    0.0251430           0.1760000              108.71429 7.928571
## 1909    0.0098830                  NA              101.66667 8.216667
## 1910           NA           0.2175000                     NA 7.910000
## 1911    0.0261670                  NA                     NA 7.866667
## 1912           NA                  NA                     NA 7.950000
## 1913           NA                  NA                     NA 7.916667
## 1914    0.0105750           0.0415000               98.50000 7.875000
## 1915           NA                  NA                     NA 7.875000
## 1916    0.0083330           0.1240000               95.00000 8.000000
## 1917           NA                  NA                     NA 7.716667
## 1918    0.0097710           0.0385000               97.42857 8.000000
## 1919    0.0150000                  NA              101.00000 7.733333
## 1920           NA                  NA                     NA 8.060000
## 1921           NA                  NA                     NA 7.725000
## 1922           NA                  NA                     NA 7.760000
## 1923           NA           0.4211430               96.00000 7.814286
## 1924    0.0123330           0.4570000               98.57143 7.971429
## 1925    0.0170000           0.2654000               98.60000 7.920000
## 1926           NA                  NA                     NA 7.978333
## 1927           NA                  NA                     NA 7.775000
## 1928           NA                  NA                     NA 7.987143
## 1929           NA                  NA                     NA 7.785714
## 1930           NA           0.1836000               85.00000 7.720000
## 1931           NA                  NA                     NA 7.760000
## 1932    0.0081240           0.0604500               99.87500 8.062500
## 1933           NA                  NA                     NA 7.980000
## 1934           NA                  NA                     NA 7.760000
## 1935    0.0261670           0.1931670               95.16667 7.916667
## 1936           NA           0.2033330                     NA 7.942857
## 1937           NA                  NA                     NA 7.916667
## 1938           NA                  NA                     NA 8.020000
## 1939    0.0310000                  NA                     NA 7.960000
## 1940           NA                  NA                     NA 7.975000
## 1941           NA           0.2441430               96.71429 7.950000
## 1942    0.0306670                  NA                     NA 7.616667
## 1943    0.0323330                  NA                     NA 7.966667
## 1944    0.0250000           0.1090000               93.00000 7.860000
## 1945           NA                  NA                     NA       NA
## 1946           NA                  NA                     NA 8.048000
## 1947           NA                  NA                     NA 8.100000
## 1948    0.0100810           0.0666000               96.22222 8.000000
## 1949           NA           0.1560000               99.00000 7.760000
## 1950    0.0145800                  NA               95.40000 8.000000
## 1951           NA                  NA                     NA       NA
## 1952    0.0285000           0.3215000               96.71429 7.585714
## 1953    0.0260000                  NA                     NA 7.742857
## 1954           NA                  NA                     NA 7.950000
## 1955           NA                  NA                     NA 7.925000
## 1956           NA                  NA                     NA       NA
## 1957           NA                  NA                     NA 7.757143
## 1958    0.0178330           0.2240000               88.16667 7.918182
## 1959    0.0171670           0.2145000              104.00000 7.980000
## 1960    0.0690000           0.2315710               98.28571 7.714286
## 1961    0.0393330           0.2363330              101.83333 7.550000
## 1962           NA                  NA               72.00000 8.044444
## 1963           NA           0.1588570               80.33333 8.085714
## 1964           NA                  NA                     NA 7.985714
## 1965           NA                  NA                     NA 8.128571
## 1966    0.0371710           0.2082860               95.57143 8.028571
## 1967           NA           0.1522860               87.57143 8.100000
## 1968    0.0559430           0.1852860               97.28571 8.000000
## 1969           NA                  NA                     NA 7.975000
## 1970    0.0447330           0.0876670               94.66667 8.043333
## 1971           NA                  NA                     NA 8.175000
## 1972    0.0341430           0.0730000               91.57143 7.888571
## 1973           NA                  NA                     NA 8.250000
## 1974    0.0360200           0.1112000               97.20000 7.880000
## 1975    0.0443670           0.0728330               95.66667 7.976667
## 1976    0.0376330           0.0312000              101.57143 8.015000
## 1977           NA                  NA                     NA 8.060000
## 1978           NA                  NA                     NA 7.971429
## 1979           NA           0.3930000              114.66667 8.133333
## 1980           NA                  NA                     NA 8.110000
## 1981           NA                  NA                     NA 8.233333
## 1982           NA                  NA                     NA 7.850000
## 1983           NA                  NA                     NA 7.900000
## 1984           NA           0.3646000               94.20000 8.060000
## 1985           NA                  NA                     NA 7.766667
## 1986           NA                  NA                     NA       NA
## 1987    0.0604290           0.2431430              102.85714 8.200000
## 1988    0.0493670           0.0496670              102.50000 7.995000
## 1989           NA           0.2625000               90.37500 8.137500
## 1990           NA           0.2696670               98.50000 8.000000
## 1991    0.1374000           0.2544000               94.80000 7.780000
## 1992    0.0246670           0.1838000               99.20000 7.580000
## 1993           NA                  NA                     NA 8.133333
## 1994           NA           0.3940000                     NA 8.100000
## 1995    0.0394330           0.0448330               97.83333 7.883333
## 1996    0.0273000           0.0750000               88.60000 8.010000
## 1997           NA           0.0926000              123.40000 8.160000
## 1998    0.0576000           0.0695000               99.35000 8.083333
## 1999    0.0445170           0.1010170               98.50000 7.933333
## 2000           NA           0.4248330              101.66667 8.083333
## 2001           NA                  NA                     NA 7.833333
## 2002           NA                  NA                     NA 7.820000
## 2003           NA                  NA                     NA 8.050000
## 2004           NA           0.3775000               99.00000 8.016667
## 2005           NA                  NA                     NA 7.916667
## 2006    0.0886000           0.2125000               96.66667 7.950000
## 2007           NA                  NA                     NA 8.071429
## 2008    0.0478830           0.0701670               93.83333 7.933333
## 2009           NA                  NA                     NA 7.830000
## 2010           NA                  NA                     NA 7.885714
## 2011           NA                  NA                     NA 7.983333
## 2012    0.0500000           0.3482000               91.33333 8.066667
## 2013    0.0778000           0.2688000               93.60000 7.700000
## 2014           NA                  NA                     NA 8.083333
## 2015           NA           0.3046670               90.33333 8.016667
## 2016           NA           0.1358570               86.85714 8.071429
## 2017           NA                  NA                     NA       NA
## 2018           NA           0.2476250              101.50000 7.800000
## 2019    0.1120000           1.2240000                     NA 7.880000
## 2020    0.0528330           0.3743330               93.50000 7.916667
## 2021    0.0275000           0.8928000              101.00000 8.240000
## 2022    0.0785000           2.9285710                     NA 7.985714
## 2023    0.1094000           1.2500000                     NA 7.858333
## 2024           NA           2.2678330               90.00000 7.916667
## 2025    0.0558830           0.3923330               89.93333 7.986667
## 2026    0.1220000           1.6740000                     NA 7.980000
## 2027    0.0546670           1.3080000              114.18182 8.316667
## 2028    0.0296330           0.6690000               98.16667 8.266667
## 2029    0.0502500           0.5336670               96.33333 8.116667
## 2030    0.0861670           0.9716670                     NA 7.957143
## 2031    0.0410000           1.0923330               92.25000 8.100000
## 2032    0.0310000           1.4638330               95.00000 8.100000
## 2033    0.0612860           0.7385710               96.55556 7.844444
## 2034    0.0764290           2.9407140                     NA 8.185714
## 2035    0.0992500           1.2104170                     NA 7.983333
## 2036    0.0588330           0.7836670               92.26667 8.040000
## 2037    0.0651110           0.2770000                     NA 8.100000
## 2038    0.0930000           0.3738000               87.83333 7.920000
## 2039    0.0777000           0.7841000                     NA 8.075000
## 2040    0.1008330           1.0916670                     NA 7.969231
## 2041           NA           2.0666670              107.83333 8.300000
## 2042    0.0361430           0.3966670               93.71429 8.097143
## 2043    0.0258670           0.6120000               95.50000 8.133333
## 2044    0.0710000           1.7828570                     NA 7.980000
## 2045    0.0651110           0.2770000                     NA 8.100000
## 2046    0.0545000           1.2516670               94.00000 8.300000
## 2047    0.1103330           0.7800000                     NA 7.942857
## 2048    0.0886670           0.7850000                     NA 7.763636
## 2049    0.1014290           2.5685710                     NA 8.057143
## 2050    0.0385800           0.2185000               88.80000 8.064000
## 2051    0.0417600           0.3548000              101.80000 8.000000
## 2052    0.0751500           0.9035000                     NA 8.010000
## 2053    0.0726670           1.7916670                     NA 7.866667
## 2054    0.0410710           0.4917500               91.00000 8.157143
## 2055    0.0633330           1.8958330                     NA 8.041667
## 2056    0.0776470           1.1717650                     NA 8.170588
## 2057    0.0791670           0.5661430              113.00000 8.148571
## 2058    0.0518170           0.5561670               97.16667 8.066667
## 2059    0.0498830           0.1878000               81.83333 7.921667
## 2060    0.0590830           0.5145000                     NA 8.176923
## 2061    0.0525710           0.7355710               81.00000 7.928571
## 2062    0.0875000           0.6386000               88.40000 7.900000
## 2063    0.0710000           0.6858000               92.20000 7.820000
## 2064    0.0323140           0.2981430               92.14286 7.942857
## 2065           NA           1.1534000              109.66667 8.040000
## 2066    0.0307200           0.1166000               94.40000 7.980000
## 2067           NA           2.7314290              109.00000 8.128571
## 2068    0.0551670           0.7391670               94.33333 8.166667
## 2069    0.0541430           0.4292860               98.14286 8.128571
## 2070    0.0325800           0.3410000               80.80000 7.780000
## 2071           NA           0.9431670               94.83333 7.900000
## 2072    0.0666670           1.6609090                     NA 8.254545
## 2073    0.0210750           0.1342500               98.42500 8.295000
## 2074    0.0850000           2.3462500                     NA 7.975000
## 2075    0.0600000           1.3954550                     NA 8.254545
## 2076    0.0660670           1.4903330                     NA 8.266667
## 2077           NA                  NA                     NA 8.111111
## 2078           NA           0.4021670               93.00000 7.966667
## 2079           NA                  NA                     NA 8.133333
## 2080           NA                  NA                     NA 8.116667
## 2081           NA                  NA                     NA 8.109091
## 2082           NA                  NA                     NA 7.900000
## 2083           NA                  NA                     NA 8.111111
## 2084           NA                  NA                     NA 7.916667
## 2085           NA                  NA                     NA 7.950000
## 2086           NA                  NA                     NA 7.950000
## 2087           NA                  NA                     NA 7.783333
## 2088    0.0361670           0.2151670              102.16667 8.066667
## 2089           NA                  NA                     NA 8.128571
## 2090           NA                  NA                     NA 7.962500
## 2091           NA                  NA                     NA 8.242857
## 2092           NA           0.3677140               77.00000 7.925714
## 2093    0.0307830           0.0920000               98.93333 8.080000
## 2094           NA                  NA                     NA       NA
## 2095    0.0570000                  NA                     NA 8.116667
## 2096    0.0192330           0.1690000              109.60000 8.183333
## 2097    0.0262830           0.1735000               97.66667 8.066667
## 2098           NA                  NA                     NA 8.166667
## 2099    0.0183600           0.1400000               97.60000 8.198000
## 2100    0.0201670           0.2675000               93.30000 8.053333
## 2101    0.0229830           0.0783330               97.83333 7.930000
## 2102           NA                  NA              101.40000 8.140000
## 2103           NA           0.5285710              102.28571 8.185714
## 2104           NA                  NA                     NA 8.100000
## 2105           NA                  NA                     NA 8.112500
## 2106           NA                  NA                     NA 7.850000
## 2107           NA                  NA                     NA 7.914286
## 2108    0.0294670           0.1040000              107.00000 8.156667
## 2109           NA                  NA                     NA 8.063750
## 2110    0.0645000                  NA               94.75000 7.837500
## 2111           NA                  NA                     NA 8.091667
## 2112    0.0405000           0.4206670              101.28571 8.100000
## 2113    0.0301430           0.2928570               95.00000 7.871429
## 2114           NA                  NA                     NA 7.750000
## 2115           NA           1.0871670              101.33333 8.116667
## 2116    0.0197830           0.0910000               97.00000 8.086667
## 2117           NA                  NA                     NA 7.966667
## 2118           NA                  NA                     NA 8.037500
## 2119           NA                  NA                     NA 8.044444
## 2120           NA                  NA                     NA 8.180000
## 2121           NA                  NA                     NA 8.000000
## 2122           NA           0.4815000               91.50000 8.250000
## 2123    0.0320000           0.1940000               96.00000 8.000000
## 2124           NA                  NA                     NA 7.800000
## 2125           NA                  NA                     NA       NA
## 2126    0.0271830           0.2021670               98.83333 8.083333
## 2127    0.1216670           1.1003330               87.14286 8.257143
## 2128    0.0586330           0.2855000               84.81667 8.076667
## 2129    0.0830000           0.3053330               75.16667 7.933333
## 2130    0.0605670           0.1965000               89.16667 8.065000
## 2131    0.1131430           0.9158570               79.57143 7.942857
## 2132           NA           2.1023080                     NA 7.992000
## 2133           NA           1.6196670                     NA 8.056667
## 2134           NA           2.2633330                     NA 8.376923
## 2135           NA           1.5660000                     NA 8.007407
## 2136    0.1400000           2.8250000                     NA 7.845455
## 2137    0.1362500           1.7077780                     NA 8.230769
## 2138           NA           2.1112500                     NA 8.485714
## 2139    0.0558500           0.3893330               78.16667 7.958333
## 2140           NA                  NA                     NA       NA
## 2141    0.0682200           0.3030000              101.00000 8.400000
## 2142    0.0883700           0.2633000               96.91667 8.150000
## 2143    0.1273330           2.0842860              106.08333 8.463636
## 2144           NA           1.9272220                     NA 7.819231
## 2145           NA           1.6915380                     NA 8.095455
## 2146    0.0972000           1.9360000               86.40000 8.271429
## 2147    0.1265000           1.9750000              107.37500 8.125000
## 2148    0.3000000           1.5750000                     NA 7.625000
## 2149    0.1133080           1.0807060                     NA 8.205263
## 2150    0.1937500           2.0433330                     NA 8.186087
## 2151    0.0597600           0.3214000               94.58000 8.194000
## 2152    0.0947140           0.6040000               98.33333 8.300000
## 2153    0.0841330           0.2851670               83.00000 7.457143
## 2154           NA           2.2964290                     NA 7.977273
## 2155    0.1271430           2.4136000               93.29412 8.006250
## 2156    0.0992000           1.6600000               81.22222 8.100000
## 2157    0.0925000           1.3975000              104.25000 8.050000
## 2158    0.0671830           0.2591670               94.77778 8.133333
## 2159    0.0666000           0.3485710               68.00000 7.828571
## 2160    0.1081250           0.7818750               92.33333 7.988889
## 2161    0.0723860           0.2257140               94.57143 8.014286
## 2162    0.0849670           0.3166670               83.33333 8.016667
## 2163           NA           1.9540000                     NA 7.965000
## 2164           NA           2.5088240                     NA 8.300000
## 2165    0.0664670           0.2765000               76.66667 8.150000
## 2166    0.1192000           1.1582860               95.03333 8.025000
## 2167    0.0909200           0.2926000               87.00000 7.962500
## 2168    0.1004290           2.0854550               85.36364 8.381818
## 2169    0.0830000           1.8866670              106.20000 8.250000
## 2170    0.0852430           0.4000000              105.77778 8.522222
## 2171           NA           1.9869230                     NA 7.789655
## 2172    0.1202500           1.0628890                     NA 8.004348
## 2173    0.1171430           2.0453850               88.23077 8.191667
## 2174    0.2200000           1.9111110                     NA 7.906154
## 2175           NA           2.3122220                     NA 8.210000
## 2176    0.0919330           0.2350000               61.33333 7.816667
## 2177    0.1841880           1.5950000                     NA 8.266667
## 2178    0.0730000           0.6145000               91.00000 8.228571
## 2179           NA           1.5741670                     NA 7.848000
## 2180    0.1150000           0.4510000               76.80000 8.040000
## 2181           NA           2.0675000                     NA 8.040000
## 2182    0.0762860           0.9062860               99.62500 8.412500
## 2183    0.1448570           3.0135710              101.12500 8.306250
## 2184    0.0769170           0.3338330               84.25000 8.036667
## 2185    0.0833330           1.0996670               92.14286 7.957143
## 2186           NA           1.8580000                     NA 7.929412
## 2187    0.0635860           0.2340000               93.30000 8.070000
## 2188    0.0636830           0.2696670               96.33333 8.300000
## 2189           NA           2.7468750                     NA 8.081481
## 2190           NA           2.5883330                     NA 7.969565
## 2191    0.0641860           0.3505710               99.85714 8.300000
## 2192    0.0848500           0.2696670               86.50000 7.980000
## 2193    0.0642500           0.2791670               94.50000 8.200000
## 2194    0.1240000           2.0876920              108.14286 8.335714
## 2195    0.2300000           1.9900000                     NA 8.180952
## 2196    0.0672500           0.3283330               93.51667 8.131667
## 2197           NA           2.5966670                     NA 8.277273
## 2198    0.0573670           0.3051670               94.83333 8.050000
## 2199    0.1305000           1.3650000               92.00000 8.433333
## 2200    0.0766670           1.9783330               91.57143 7.977143
## 2201    0.0700000           0.9556670              100.33333 8.083333
## 2202           NA           2.3750000                     NA 7.968182
## 2203           NA           3.0666670                     NA 7.981818
## 2204           NA           2.1691670                     NA 8.075000
## 2205           NA                  NA                     NA 7.850000
## 2206           NA           2.1000000                     NA 7.831818
## 2207    0.0563000           0.6300000               96.15000 7.882857
## 2208           NA                  NA                     NA 7.858333
## 2209           NA                  NA                     NA       NA
## 2210           NA           3.0183330                     NA 7.800000
## 2211    0.0526330           0.7475000               93.00000 7.955000
## 2212           NA           1.5643330              109.33333 7.800000
## 2213           NA           2.9500000                     NA 7.834615
## 2214    0.0845000           2.2493330               90.83333 7.766667
## 2215    0.0802000           0.7014000               99.20000 7.500000
## 2216    0.0555370                  NA               92.50000 7.875000
## 2217           NA           3.1005000               96.37500 8.000000
## 2218           NA           3.0300000                     NA 7.778571
## 2219           NA           1.8180000                     NA 7.800000
## 2220           NA           2.9842860               94.16667 8.066667
## 2221    0.0506400           0.2256670               90.80000 7.840000
## 2222           NA           2.9328570                     NA 7.773333
## 2223    0.0437500           0.7910000               93.80000 7.901429
## 2224           NA           2.1525000                     NA 7.670000
## 2225    0.0383670           0.2435000               94.50000 7.825000
## 2226           NA           3.2616670               93.08333 8.050000
## 2227    0.0469000           0.4180000               93.00000 7.860000
## 2228           NA           1.4127140                     NA 7.873333
## 2229           NA           2.5126920               83.46154 7.915385
## 2230           NA           2.7533330               89.90000 7.960000
## 2231           NA           2.1400000                     NA 7.963636
## 2232    0.0558870           1.8526250               89.62500 7.925000
## 2233    0.0602000           0.8500000               88.50000 7.880000
## 2234           NA           4.0000000                     NA 7.850000
## 2235           NA           2.6580000                     NA 7.888889
## 2236    0.0504400                  NA               93.20000 7.840000
## 2237    0.0495000           0.7235000               88.50000 7.916667
## 2238           NA           5.5250000                     NA 7.892105
## 2239           NA           3.0250000                     NA 7.842857
## 2240           NA           2.0140000                     NA 7.954545
## 2241    0.0481170           0.3750000               98.00000 7.821667
## 2242           NA           1.5600000                     NA 7.954545
## 2243           NA           2.1975000                     NA 7.933333
## 2244           NA           0.8324000                     NA 7.741667
## 2245    0.0303170                  NA               94.50000 7.800000
## 2246           NA                  NA                     NA 7.923333
## 2247    0.0395710           0.5115710               92.00000 7.871429
## 2248           NA           3.8638570               95.57143 7.994118
## 2249    0.0781000           1.1975710               92.71429 7.742857
## 2250    0.0419500           0.3833330               97.66667 7.933333
## 2251           NA           2.0616670                     NA 7.936364
## 2252    0.0334000           0.3965000               92.65000 7.865000
## 2253           NA           1.5370000               92.60000 7.860000
## 2254           NA           4.2833330                     NA 7.876667
## 2255           NA           3.9000000                     NA 7.969231
## 2256           NA           2.5250000                     NA 7.956591
## 2257    0.0407000           0.9100000               91.15000 7.968333
## 2258           NA           3.8500000                     NA 7.886667
## 2259           NA           4.7500000               80.00000 7.900000
## 2260           NA           0.9598000               96.66667 7.770000
## 2261           NA           1.3072860                     NA 7.876923
## 2262           NA                  NA                     NA 7.850000
## 2263           NA           2.1340000                     NA 7.800000
## 2264           NA                  NA                     NA 7.877778
## 2265           NA                  NA                     NA       NA
## 2266           NA           2.9328570                     NA 7.767917
## 2267           NA           2.9926000               89.80000 8.018182
## 2268           NA           3.1760000               85.20000 7.900000
## 2269           NA                  NA                     NA 7.971429
## 2270           NA                  NA                     NA 7.940000
## 2271    0.0746670           0.6006670               87.50000 7.683333
## 2272           NA                  NA                     NA 8.000000
## 2273           NA                  NA                     NA 7.650000
## 2274    0.0172000           0.0983330               90.83333 7.683333
## 2275    0.0164980           0.4370000               90.00000 7.760000
## 2276           NA                  NA                     NA 7.920000
## 2277           NA           2.9200000               94.33333 7.900000
## 2278           NA           1.2133330               88.50000 7.750000
## 2279    0.0220000           0.4145000               89.16667 7.833333
## 2280           NA                  NA                     NA 7.683333
## 2281    0.0560000           0.6478330               92.80000 7.800000
## 2282           NA                  NA                     NA 8.016667
## 2283           NA                  NA                     NA 7.710000
## 2284           NA                  NA               99.00000 7.816667
## 2285           NA           0.6843330               87.00000 7.833333
## 2286    0.0221430           0.4968570               84.85714 7.742857
## 2287           NA                  NA                     NA 7.890000
## 2288    0.0195670           0.0975000               90.00000 7.850000
## 2289           NA                  NA                     NA 7.822222
## 2290           NA                  NA                     NA 7.670000
## 2291           NA                  NA                     NA 7.675000
## 2292           NA                  NA                     NA 7.816667
## 2293           NA                  NA                     NA 7.828571
## 2294           NA           0.4405000              101.75000 7.900000
## 2295    0.0138400           0.0632000               92.20000 7.828000
## 2296           NA                  NA                     NA 7.937500
## 2297           NA                  NA                     NA 7.700000
## 2298           NA                  NA                     NA 7.900000
## 2299           NA                  NA                     NA 8.070000
## 2300           NA           0.7618330               85.50000 7.666667
## 2301           NA                  NA                     NA 7.885714
## 2302    0.0172930           0.2568570               89.71429 7.685714
## 2303           NA           0.4416670               87.33333 7.616667
## 2304           NA           0.3698330               89.83333 7.700000
## 2305    0.0275000           1.0718330               84.33333 8.066667
## 2306    0.0142500           0.0655000               87.33333 7.816667
## 2307    0.0160000           0.0420000               89.85000 7.680000
## 2308    0.0227290           0.0562860               91.14286 7.685714
## 2309           NA                  NA                     NA 7.766667
## 2310    0.0407500           0.3232500               86.00000 7.700000
## 2311           NA           0.6353330              114.00000 7.800000
## 2312           NA           1.7940000               96.50000 7.920000
## 2313           NA           0.3261670               88.83333 7.750000
## 2314    0.0183000           0.0415500               91.16667 7.750000
## 2315           NA                  NA                     NA 7.885714
## 2316    0.0153290           0.0352860               93.42857 7.757143
## 2317    0.0207750           0.0411250               88.75000 7.850000
## 2318    0.0082500           0.0345000               88.70000 7.870000
## 2319    0.0181670           0.0476670               91.00000 7.851667
##      distinctspp        AChE Chitin.synthesis Distorts.growth
## 1              3          NA               NA              NA
## 2             13          NA               NA              NA
## 3             14          NA               NA              NA
## 4              3          NA               NA              NA
## 5             15          NA               NA              NA
## 6              1          NA               NA              NA
## 7              8          NA               NA              NA
## 8              7          NA               NA              NA
## 9             12          NA               NA              NA
## 10            11          NA               NA              NA
## 11            10          NA               NA              NA
## 12            17          NA               NA              NA
## 13             9          NA               NA              NA
## 14             5          NA               NA              NA
## 15            11          NA               NA              NA
## 16             7          NA               NA              NA
## 17             5          NA               NA              NA
## 18             8          NA               NA              NA
## 19             3          NA               NA              NA
## 20            13          NA               NA              NA
## 21             5          NA               NA              NA
## 22             1          NA               NA              NA
## 23             1          NA               NA              NA
## 24             5          NA               NA              NA
## 25             3          NA               NA              NA
## 26             1          NA               NA              NA
## 27             1          NA               NA              NA
## 28             7          NA               NA              NA
## 29            19          NA               NA              NA
## 30            12          NA               NA              NA
## 31             5          NA               NA              NA
## 32            17          NA               NA              NA
## 33            17          NA               NA              NA
## 34             6          NA               NA              NA
## 35            21          NA               NA              NA
## 36             2          NA               NA              NA
## 37            10          NA               NA              NA
## 38            18          NA               NA              NA
## 39            NA          NA               NA              NA
## 40            11          NA               NA              NA
## 41             5          NA               NA              NA
## 42             1          NA               NA              NA
## 43             2          NA               NA              NA
## 44            17          NA               NA              NA
## 45             9          NA               NA              NA
## 46            13          NA               NA              NA
## 47             3          NA               NA              NA
## 48             5          NA               NA              NA
## 49             9          NA               NA              NA
## 50            17          NA               NA              NA
## 51            11          NA               NA              NA
## 52            23          NA               NA              NA
## 53             9          NA               NA              NA
## 54             4 0.250000000               NA              NA
## 55            24          NA               NA              NA
## 56             5          NA               NA              NA
## 57            10          NA               NA              NA
## 58             5          NA               NA              NA
## 59            10          NA               NA              NA
## 60            14          NA               NA              NA
## 61             8          NA               NA              NA
## 62             1          NA               NA              NA
## 63             5          NA               NA              NA
## 64             7          NA               NA              NA
## 65             2          NA               NA              NA
## 66            10          NA               NA              NA
## 67             2          NA               NA              NA
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## 1948          NA          NA               NA              NA
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## 1955           9          NA               NA              NA
## 1956          23          NA               NA              NA
## 1957           6          NA               NA              NA
## 1958           1          NA               NA              NA
## 1959          NA          NA               NA              NA
## 1960           4          NA               NA              NA
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## 1962           9          NA               NA              NA
## 1963          NA          NA               NA              NA
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## 1965          16          NA               NA              NA
## 1966           7          NA               NA              NA
## 1967           6          NA               NA              NA
## 1968          20          NA               NA              NA
## 1969          10          NA               NA              NA
## 1970          13          NA               NA              NA
## 1971           8          NA               NA              NA
## 1972          16          NA               NA              NA
## 1973           5          NA               NA              NA
## 1974          15          NA               NA              NA
## 1975          20          NA               NA              NA
## 1976           8          NA               NA              NA
## 1977           5          NA               NA              NA
## 1978           7          NA               NA              NA
## 1979          13          NA               NA              NA
## 1980           5          NA               NA              NA
## 1981          11          NA               NA              NA
## 1982          11          NA               NA              NA
## 1983          13          NA               NA              NA
## 1984          15          NA               NA              NA
## 1985          13          NA               NA              NA
## 1986           1          NA               NA              NA
## 1987          10          NA               NA              NA
## 1988          11          NA               NA              NA
## 1989          11          NA               NA              NA
## 1990           3          NA               NA              NA
## 1991           3          NA               NA              NA
## 1992           2          NA               NA              NA
## 1993           4          NA               NA              NA
## 1994          17          NA               NA              NA
## 1995          24          NA               NA              NA
## 1996          11          NA               NA              NA
## 1997           1          NA               NA              NA
## 1998          15          NA               NA              NA
## 1999          15          NA               NA              NA
## 2000           5          NA               NA              NA
## 2001           5          NA               NA              NA
## 2002          15          NA               NA              NA
## 2003          12          NA               NA              NA
## 2004           3          NA               NA              NA
## 2005          10          NA               NA              NA
## 2006          22          NA               NA              NA
## 2007          13          NA               NA              NA
## 2008          10          NA               NA              NA
## 2009          15          NA               NA              NA
## 2010           6          NA               NA              NA
## 2011          12          NA               NA              NA
## 2012           3          NA               NA              NA
## 2013           1          NA               NA              NA
## 2014          11          NA               NA              NA
## 2015           5          NA               NA              NA
## 2016           1          NA               NA              NA
## 2017          16          NA               NA              NA
## 2018           6          NA               NA              NA
## 2019           8          NA               NA              NA
## 2020           3          NA               NA              NA
## 2021           3          NA               NA              NA
## 2022           4          NA               NA              NA
## 2023          11          NA               NA              NA
## 2024          16          NA               NA              NA
## 2025          12          NA               NA              NA
## 2026           6          NA               NA              NA
## 2027          17          NA               NA              NA
## 2028           6          NA               NA              NA
## 2029           4          NA               NA              NA
## 2030          10          NA               NA              NA
## 2031           2          NA               NA              NA
## 2032          14          NA               NA              NA
## 2033           2          NA               NA              NA
## 2034          10          NA               NA              NA
## 2035          17          NA               NA              NA
## 2036           2          NA               NA              NA
## 2037           6          NA               NA              NA
## 2038           5          NA               NA              NA
## 2039          12          NA               NA              NA
## 2040          10          NA               NA              NA
## 2041          12          NA               NA              NA
## 2042          29          NA               NA              NA
## 2043          37          NA               NA              NA
## 2044           9          NA               NA              NA
## 2045           8          NA               NA              NA
## 2046           3          NA               NA              NA
## 2047           9          NA               NA              NA
## 2048          13          NA               NA              NA
## 2049           6          NA               NA              NA
## 2050          20          NA               NA              NA
## 2051           3          NA               NA              NA
## 2052          12          NA               NA              NA
## 2053           7          NA               NA              NA
## 2054          20          NA               NA              NA
## 2055          14          NA               NA              NA
## 2056           6          NA               NA              NA
## 2057           2          NA               NA              NA
## 2058           5          NA               NA              NA
## 2059          16          NA               NA              NA
## 2060           7          NA               NA              NA
## 2061           2          NA               NA              NA
## 2062           6          NA               NA              NA
## 2063           2          NA               NA              NA
## 2064          18          NA               NA              NA
## 2065          12          NA               NA              NA
## 2066          23          NA               NA              NA
## 2067          14          NA               NA              NA
## 2068           4          NA               NA              NA
## 2069           2          NA               NA              NA
## 2070          30          NA               NA              NA
## 2071           6          NA               NA              NA
## 2072          11          NA               NA              NA
## 2073          25          NA               NA              NA
## 2074           8          NA               NA              NA
## 2075          15          NA               NA              NA
## 2076          12          NA               NA              NA
## 2077           4          NA               NA              NA
## 2078           7          NA               NA              NA
## 2079           7          NA               NA              NA
## 2080          17          NA               NA              NA
## 2081           8          NA               NA              NA
## 2082           6          NA               NA              NA
## 2083           5          NA               NA              NA
## 2084           6          NA               NA              NA
## 2085          12 0.239000000               NA              NA
## 2086           8          NA               NA              NA
## 2087           9          NA               NA              NA
## 2088           2          NA               NA              NA
## 2089           4          NA               NA              NA
## 2090           5          NA               NA              NA
## 2091          10          NA               NA              NA
## 2092           7          NA               NA              NA
## 2093          21          NA               NA              NA
## 2094          23          NA               NA              NA
## 2095           7          NA               NA              NA
## 2096          27          NA               NA              NA
## 2097           1          NA               NA              NA
## 2098           6          NA               NA              NA
## 2099          23          NA               NA              NA
## 2100          36          NA               NA              NA
## 2101          21          NA               NA              NA
## 2102           6          NA               NA              NA
## 2103           6          NA               NA              NA
## 2104           7          NA               NA              NA
## 2105          12          NA               NA              NA
## 2106           8          NA               NA              NA
## 2107           8          NA               NA              NA
## 2108          23          NA               NA              NA
## 2109           4          NA               NA              NA
## 2110           2          NA               NA              NA
## 2111           6          NA               NA              NA
## 2112           3          NA               NA              NA
## 2113           4          NA               NA              NA
## 2114           5 0.200000000               NA              NA
## 2115           4          NA               NA              NA
## 2116          23          NA               NA              NA
## 2117          11          NA               NA              NA
## 2118           7          NA               NA              NA
## 2119           7          NA               NA              NA
## 2120           2          NA               NA              NA
## 2121           6          NA               NA              NA
## 2122          13          NA               NA              NA
## 2123           1          NA               NA              NA
## 2124           4          NA               NA              NA
## 2125          28          NA               NA              NA
## 2126          12          NA               NA              NA
## 2127           1 0.081500000               NA              NA
## 2128          36 0.001170000               NA              NA
## 2129          23 0.024500000               NA              NA
## 2130          11          NA               NA              NA
## 2131           1 0.089500000               NA              NA
## 2132           9          NA               NA              NA
## 2133           7 0.280000000               NA              NA
## 2134           5          NA               NA              NA
## 2135           7          NA               NA              NA
## 2136           7          NA               NA              NA
## 2137           5 0.250000000               NA              NA
## 2138           9 0.390000000               NA              NA
## 2139          28          NA               NA              NA
## 2140          30          NA               NA              NA
## 2141          26 0.027500000               NA              NA
## 2142          21 0.023500000               NA              NA
## 2143           5 0.171000000               NA              NA
## 2144           6 0.190000000               NA              NA
## 2145          10 0.190000000               NA              NA
## 2146           2 0.222500000               NA              NA
## 2147          NA 0.180000000               NA              NA
## 2148           2          NA               NA              NA
## 2149           8          NA               NA              NA
## 2150           4          NA               NA              NA
## 2151          19 0.024750000               NA              NA
## 2152          10 0.041000000               NA              NA
## 2153           1          NA               NA              NA
## 2154           9 0.720000000               NA              NA
## 2155           3 0.192200000            0.100              NA
## 2156           3 0.190000000            0.100              NA
## 2157           2 0.089500000               NA              NA
## 2158          32 0.023500000               NA              NA
## 2159          16 0.025000000               NA              NA
## 2160           1 0.045750000               NA              NA
## 2161          10 0.023500000               NA              NA
## 2162          17 0.027500000               NA              NA
## 2163           9          NA               NA              NA
## 2164           9 0.271000000               NA              NA
## 2165          18 0.027500000               NA              NA
## 2166           7          NA               NA              NA
## 2167          15 0.025000000               NA              NA
## 2168           2 0.145000000               NA              NA
## 2169           1 0.222500000               NA              NA
## 2170          23 0.023500000               NA              NA
## 2171           5          NA               NA              NA
## 2172          13 0.117000000               NA              NA
## 2173          11 0.185714286            0.100              NA
## 2174           8          NA               NA              NA
## 2175           7          NA               NA              NA
## 2176          37 0.027500000               NA              NA
## 2177          15 0.093000000               NA              NA
## 2178           1 0.041000000               NA              NA
## 2179           4          NA               NA              NA
## 2180          21          NA               NA              NA
## 2181           8          NA               NA              NA
## 2182          NA 0.037500000               NA              NA
## 2183           2 0.145000000               NA              NA
## 2184          24          NA               NA              NA
## 2185           2          NA               NA              NA
## 2186           3          NA               NA              NA
## 2187          28 0.023500000               NA              NA
## 2188           2 0.023500000               NA              NA
## 2189           5 0.040000000               NA              NA
## 2190           8          NA               NA              NA
## 2191           5 0.041000000               NA              NA
## 2192          10 0.023500000               NA              NA
## 2193          19 0.024500000               NA              NA
## 2194           6 0.155500000               NA              NA
## 2195          10          NA               NA              NA
## 2196          20 0.001030000               NA              NA
## 2197          11 0.040000000               NA              NA
## 2198          10 0.024000000               NA              NA
## 2199           2 0.099500000               NA              NA
## 2200           2          NA               NA              NA
## 2201           1          NA               NA              NA
## 2202           5          NA               NA              NA
## 2203           5          NA               NA              NA
## 2204          10          NA               NA              NA
## 2205           4          NA               NA              NA
## 2206           5          NA               NA              NA
## 2207          11          NA               NA              NA
## 2208           3          NA               NA              NA
## 2209          21          NA               NA              NA
## 2210           8          NA               NA              NA
## 2211          12          NA               NA              NA
## 2212           1          NA               NA              NA
## 2213           4          NA               NA              NA
## 2214           2          NA               NA              NA
## 2215           1          NA               NA              NA
## 2216          18          NA               NA              NA
## 2217           3          NA               NA              NA
## 2218           6          NA               NA              NA
## 2219           6 0.586000000               NA              NA
## 2220          11          NA               NA              NA
## 2221          21          NA               NA              NA
## 2222           6          NA               NA              NA
## 2223          17          NA               NA              NA
## 2224           8          NA               NA              NA
## 2225          11          NA               NA              NA
## 2226           3          NA               NA              NA
## 2227          11          NA               NA              NA
## 2228           8          NA               NA              NA
## 2229           4          NA               NA              NA
## 2230           3          NA               NA              NA
## 2231           6 0.240000000               NA              NA
## 2232           1          NA               NA              NA
## 2233          19          NA               NA              NA
## 2234           9          NA               NA              NA
## 2235           7          NA               NA              NA
## 2236          11          NA               NA              NA
## 2237          15          NA               NA              NA
## 2238           7          NA               NA              NA
## 2239           9          NA               NA              NA
## 2240           6          NA               NA              NA
## 2241          12          NA               NA              NA
## 2242           4          NA               NA              NA
## 2243           7          NA               NA              NA
## 2244          10          NA               NA              NA
## 2245          13          NA               NA              NA
## 2246           5          NA               NA              NA
## 2247           6          NA               NA              NA
## 2248           1 0.050000000               NA              NA
## 2249           2          NA               NA              NA
## 2250           7          NA               NA              NA
## 2251           8          NA               NA              NA
## 2252          14          NA               NA              NA
## 2253           1          NA               NA              NA
## 2254           6          NA               NA              NA
## 2255           5          NA               NA              NA
## 2256           6          NA               NA              NA
## 2257          20          NA               NA              NA
## 2258           8 0.003000000               NA              NA
## 2259           4          NA               NA              NA
## 2260           8          NA               NA              NA
## 2261           7          NA               NA              NA
## 2262           5          NA               NA              NA
## 2263           5          NA               NA              NA
## 2264           4          NA               NA              NA
## 2265          15          NA               NA              NA
## 2266           5          NA               NA              NA
## 2267           3          NA               NA              NA
## 2268          NA          NA               NA              NA
## 2269           3          NA               NA              NA
## 2270           6          NA               NA              NA
## 2271          NA          NA               NA              NA
## 2272           4          NA               NA              NA
## 2273           6          NA               NA              NA
## 2274           9          NA               NA              NA
## 2275          NA          NA               NA              NA
## 2276           4          NA               NA              NA
## 2277           9          NA               NA              NA
## 2278          NA          NA               NA              NA
## 2279           8          NA               NA              NA
## 2280           4          NA               NA              NA
## 2281          NA          NA               NA              NA
## 2282           3          NA               NA              NA
## 2283           2          NA               NA              NA
## 2284           1          NA               NA              NA
## 2285           5          NA               NA              NA
## 2286          NA          NA               NA              NA
## 2287           4          NA               NA              NA
## 2288          15          NA               NA              NA
## 2289           6          NA               NA              NA
## 2290           2          NA               NA              NA
## 2291           5          NA               NA              NA
## 2292           5          NA               NA              NA
## 2293           4          NA               NA              NA
## 2294          NA          NA               NA              NA
## 2295          11          NA               NA              NA
## 2296           2          NA               NA              NA
## 2297           3          NA               NA              NA
## 2298           1          NA               NA              NA
## 2299           1          NA               NA              NA
## 2300          NA          NA               NA              NA
## 2301           5          NA               NA              NA
## 2302          NA          NA               NA              NA
## 2303           4          NA               NA              NA
## 2304           2          NA               NA              NA
## 2305          NA          NA               NA              NA
## 2306          NA          NA               NA              NA
## 2307          17          NA               NA              NA
## 2308           3          NA               NA              NA
## 2309           6          NA               NA              NA
## 2310           2          NA               NA              NA
## 2311           6          NA               NA              NA
## 2312           7          NA               NA              NA
## 2313          NA          NA               NA              NA
## 2314          NA          NA               NA              NA
## 2315           3          NA               NA              NA
## 2316           8          NA               NA              NA
## 2317           9          NA               NA              NA
## 2318          16          NA               NA              NA
## 2319           3          NA               NA              NA
##      Fumarate.reductase GABA_receptor Gamma_aminobutyric_acid nAChE_receptor
## 1                    NA   0.025000000                      NA             NA
## 2                    NA            NA                      NA             NA
## 3                    NA            NA                      NA             NA
## 4                    NA   0.020000000                      NA             NA
## 5                    NA            NA                      NA             NA
## 6                    NA            NA                      NA             NA
## 7                    NA            NA                      NA             NA
## 8                    NA            NA                      NA             NA
## 9                    NA            NA                      NA             NA
## 10                   NA            NA                      NA             NA
## 11                   NA   0.005500000                      NA             NA
## 12                   NA            NA                      NA             NA
## 13                   NA            NA                      NA             NA
## 14                   NA            NA                      NA             NA
## 15                   NA            NA                      NA             NA
## 16                   NA   0.025000000                      NA             NA
## 17                   NA            NA                      NA             NA
## 18                   NA            NA                      NA             NA
## 19                   NA            NA                      NA             NA
## 20                   NA            NA                      NA             NA
## 21                   NA            NA                      NA             NA
## 22                   NA            NA                      NA             NA
## 23                   NA            NA                      NA             NA
## 24                   NA            NA                      NA             NA
## 25                   NA            NA                      NA             NA
## 26                   NA            NA                      NA             NA
## 27                   NA            NA                      NA             NA
## 28                   NA   0.020000000                      NA             NA
## 29                   NA            NA                      NA             NA
## 30                   NA            NA                      NA             NA
## 31                   NA            NA                      NA             NA
## 32                   NA            NA                      NA             NA
## 33                   NA            NA                      NA             NA
## 34                   NA   0.023000000                      NA             NA
## 35                   NA            NA                      NA             NA
## 36                   NA            NA                      NA             NA
## 37                   NA            NA                      NA             NA
## 38                   NA            NA                      NA             NA
## 39                   NA            NA                      NA             NA
## 40                   NA   0.002500000                      NA             NA
## 41                   NA            NA                      NA             NA
## 42                   NA            NA                      NA             NA
## 43                   NA            NA                      NA             NA
## 44                   NA            NA                      NA             NA
## 45                   NA            NA                      NA             NA
## 46                   NA            NA                      NA             NA
## 47                   NA            NA                      NA             NA
## 48                   NA   0.006000000                      NA             NA
## 49                   NA            NA                      NA             NA
## 50                   NA            NA                      NA             NA
## 51                   NA   0.002500000                      NA             NA
## 52                   NA            NA                      NA             NA
## 53                   NA   0.006750000                      NA             NA
## 54                   NA   0.025000000                      NA             NA
## 55                   NA            NA                      NA             NA
## 56                   NA   0.020000000                      NA             NA
## 57                   NA            NA                      NA             NA
## 58                   NA   0.025000000                      NA             NA
## 59                   NA            NA                      NA             NA
## 60                   NA            NA                      NA             NA
## 61                   NA   0.002500000                      NA             NA
## 62                   NA            NA                      NA             NA
## 63                   NA   0.002500000                      NA             NA
## 64                   NA   0.025000000                      NA             NA
## 65                   NA            NA                      NA             NA
## 66                   NA   0.004000000                      NA             NA
## 67                   NA            NA                      NA             NA
## 68                   NA            NA                      NA             NA
## 69                   NA            NA                      NA             NA
## 70                   NA            NA                      NA             NA
## 71                   NA            NA                      NA             NA
## 72                   NA            NA                      NA             NA
## 73                   NA            NA                      NA             NA
## 74                   NA            NA                      NA             NA
## 75                   NA            NA                      NA             NA
## 76                   NA            NA                      NA             NA
## 77                   NA            NA                      NA             NA
## 78                   NA            NA                      NA             NA
## 79                   NA            NA                      NA             NA
## 80                   NA            NA                      NA             NA
## 81                   NA            NA                      NA             NA
## 82                   NA            NA                      NA             NA
## 83                   NA            NA                      NA             NA
## 84                   NA            NA                      NA             NA
## 85                   NA            NA                      NA             NA
## 86                   NA            NA                      NA             NA
## 87                   NA            NA                      NA             NA
## 88                   NA            NA                      NA             NA
## 89                   NA            NA                      NA             NA
## 90                   NA            NA                      NA             NA
## 91                   NA            NA                      NA             NA
## 92                   NA            NA                      NA             NA
## 93                   NA            NA                      NA             NA
## 94                   NA            NA                      NA             NA
## 95                   NA            NA                      NA             NA
## 96                   NA            NA                      NA             NA
## 97                   NA            NA                      NA             NA
## 98                   NA            NA                      NA             NA
## 99                   NA            NA                      NA             NA
## 100                  NA            NA                      NA             NA
## 101                  NA            NA                      NA             NA
## 102                  NA            NA                      NA             NA
## 103                  NA            NA                      NA             NA
## 104                  NA            NA                      NA             NA
## 105                  NA            NA                      NA             NA
## 106                  NA            NA                      NA             NA
## 107                  NA            NA                      NA             NA
## 108                  NA            NA                      NA             NA
## 109                  NA   0.008500000                      NA             NA
## 110                  NA            NA                      NA             NA
## 111                  NA            NA                      NA             NA
## 112                  NA            NA                      NA             NA
## 113                  NA            NA                      NA             NA
## 114                  NA            NA                      NA             NA
## 115                  NA            NA                      NA             NA
## 116                  NA            NA                      NA             NA
## 117                  NA            NA                      NA             NA
## 118                  NA            NA                      NA             NA
## 119                  NA            NA                      NA             NA
## 120                  NA            NA                      NA             NA
## 121                  NA            NA                      NA             NA
## 122                  NA            NA                      NA             NA
## 123                  NA            NA                      NA             NA
## 124                  NA            NA                      NA             NA
## 125                  NA            NA                      NA             NA
## 126                  NA            NA                      NA             NA
## 127                  NA            NA                      NA             NA
## 128                  NA            NA                      NA             NA
## 129                  NA            NA                      NA             NA
## 130                  NA            NA                      NA             NA
## 131                  NA            NA                      NA             NA
## 132                  NA            NA                      NA             NA
## 133                  NA            NA                      NA             NA
## 134                  NA            NA                      NA             NA
## 135                  NA            NA                      NA             NA
## 136                  NA            NA                      NA             NA
## 137                  NA            NA                      NA             NA
## 138                  NA            NA                      NA             NA
## 139                  NA            NA                      NA             NA
## 140                  NA            NA                      NA             NA
## 141                  NA            NA                      NA             NA
## 142                  NA            NA                      NA             NA
## 143                  NA            NA                      NA             NA
## 144                  NA            NA                      NA             NA
## 145                  NA            NA                      NA             NA
## 146                  NA            NA                      NA             NA
## 147                  NA            NA                      NA             NA
## 148                  NA            NA                      NA             NA
## 149                  NA            NA                      NA             NA
## 150                  NA            NA                      NA             NA
## 151                  NA            NA                      NA             NA
## 152                  NA            NA                      NA             NA
## 153                  NA            NA                      NA             NA
## 154                  NA            NA                      NA             NA
## 155                  NA            NA                      NA             NA
## 156                  NA            NA                      NA             NA
## 157                  NA            NA                      NA             NA
## 158                  NA            NA                      NA             NA
## 159                  NA            NA                      NA             NA
## 160                  NA            NA                      NA             NA
## 161                  NA            NA                      NA             NA
## 162                  NA            NA                      NA             NA
## 163                  NA            NA                      NA             NA
## 164                  NA            NA                      NA             NA
## 165                  NA            NA                      NA             NA
## 166                  NA            NA                      NA             NA
## 167                  NA            NA                      NA             NA
## 168                  NA            NA                      NA             NA
## 169                  NA            NA                      NA             NA
## 170                  NA            NA                      NA             NA
## 171                  NA            NA                      NA             NA
## 172                  NA            NA                      NA             NA
## 173                  NA            NA                      NA             NA
## 174                  NA            NA                      NA             NA
## 175                  NA            NA                      NA             NA
## 176                  NA            NA                      NA             NA
## 177                  NA            NA                      NA             NA
## 178                  NA            NA                      NA             NA
## 179                  NA            NA                      NA             NA
## 180                  NA            NA                      NA             NA
## 181                  NA   0.030000000                      NA             NA
## 182                  NA            NA                      NA             NA
## 183                  NA            NA                      NA             NA
## 184                  NA            NA                      NA             NA
## 185                  NA            NA                      NA             NA
## 186                  NA            NA                      NA             NA
## 187                  NA            NA                      NA             NA
## 188                  NA   0.030000000                      NA             NA
## 189                  NA   0.025000000                      NA             NA
## 190                  NA            NA                      NA             NA
## 191                  NA            NA                      NA             NA
## 192                  NA            NA                      NA             NA
## 193                  NA            NA                      NA             NA
## 194                  NA   0.030000000                      NA             NA
## 195                  NA            NA                      NA             NA
## 196                  NA            NA                      NA             NA
## 197                  NA   0.004000000                      NA             NA
## 198                  NA            NA                      NA             NA
## 199                  NA            NA                      NA             NA
## 200                  NA            NA                      NA             NA
## 201                  NA            NA                      NA             NA
## 202                  NA   0.025000000                      NA             NA
## 203                  NA            NA                      NA             NA
## 204                  NA   0.030000000                      NA             NA
## 205                  NA            NA                      NA             NA
## 206                  NA   0.025000000                      NA             NA
## 207                  NA            NA                      NA             NA
## 208                  NA            NA                      NA             NA
## 209                  NA   0.030000000                      NA             NA
## 210                  NA            NA                      NA             NA
## 211                  NA   0.025000000                      NA             NA
## 212                  NA            NA                      NA             NA
## 213                  NA   0.004400000                      NA             NA
## 214                  NA            NA                      NA             NA
## 215                  NA            NA                      NA             NA
## 216                  NA            NA                      NA             NA
## 217                  NA   0.005000000                      NA             NA
## 218                  NA            NA                      NA             NA
## 219                  NA            NA                      NA             NA
## 220                  NA   0.005000000                      NA             NA
## 221                  NA            NA                      NA             NA
## 222                  NA            NA                      NA             NA
## 223                  NA            NA                      NA             NA
## 224                  NA            NA                      NA             NA
## 225                  NA   0.030000000                      NA             NA
## 226                  NA            NA                      NA             NA
## 227                  NA            NA                      NA             NA
## 228                  NA            NA                      NA             NA
## 229                  NA            NA                      NA             NA
## 230                  NA            NA                      NA             NA
## 231                  NA   0.030000000                      NA             NA
## 232                  NA            NA                      NA             NA
## 233                  NA            NA                      NA             NA
## 234                  NA            NA                      NA             NA
## 235                  NA   0.006000000                      NA             NA
## 236                  NA   0.007250000                      NA             NA
## 237                  NA   0.030000000                      NA             NA
## 238                  NA   0.030000000                      NA             NA
## 239                  NA            NA                      NA             NA
## 240                  NA   0.005000000                      NA             NA
## 241                  NA            NA                      NA             NA
## 242                  NA            NA                      NA             NA
## 243                  NA            NA                      NA             NA
## 244                  NA            NA                      NA             NA
## 245                  NA            NA                      NA             NA
## 246                  NA            NA                      NA             NA
## 247                  NA   0.030000000                      NA             NA
## 248                  NA            NA                      NA             NA
## 249                  NA            NA                      NA             NA
## 250                  NA   0.030000000                      NA             NA
## 251                  NA            NA                      NA             NA
## 252                  NA            NA                      NA             NA
## 253                  NA            NA                      NA             NA
## 254                  NA            NA                      NA             NA
## 255                  NA   0.025000000                      NA             NA
## 256                  NA            NA                      NA             NA
## 257                  NA   0.025000000                      NA             NA
## 258                  NA            NA                      NA             NA
## 259                  NA            NA                      NA             NA
## 260                  NA            NA                      NA             NA
## 261                  NA            NA                      NA             NA
## 262                  NA            NA                      NA             NA
## 263                  NA            NA                      NA             NA
## 264                  NA            NA                      NA             NA
## 265                  NA            NA                      NA             NA
## 266                  NA            NA                      NA             NA
## 267                  NA            NA                      NA             NA
## 268                  NA            NA                      NA             NA
## 269                  NA            NA                      NA             NA
## 270                  NA            NA                      NA             NA
## 271                  NA            NA                      NA             NA
## 272                  NA            NA                      NA             NA
## 273                  NA            NA                      NA             NA
## 274                  NA            NA                      NA             NA
## 275                  NA            NA                      NA             NA
## 276                  NA            NA                      NA             NA
## 277                  NA            NA                      NA             NA
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## 280                  NA            NA                      NA             NA
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## 705                  NA            NA                      NA             NA
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## 709                  NA            NA                      NA             NA
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## 711                  NA            NA                      NA             NA
## 712                  NA            NA                      NA             NA
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## 714                  NA            NA                      NA             NA
## 715                  NA            NA                      NA             NA
## 716                  NA            NA                      NA             NA
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## 809                  NA            NA                      NA             NA
## 810                  NA            NA                      NA             NA
## 811                  NA            NA                      NA             NA
## 812                  NA            NA                      NA             NA
## 813                  NA            NA                      NA             NA
## 814                  NA            NA                      NA             NA
## 815                  NA            NA                      NA             NA
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## 821                  NA            NA                      NA             NA
## 822                  NA            NA                      NA             NA
## 823                  NA            NA                      NA             NA
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## 827                  NA            NA                      NA             NA
## 828                  NA            NA                      NA             NA
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## 831                  NA            NA                      NA             NA
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## 851                  NA            NA                      NA             NA
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## 881                  NA            NA                      NA             NA
## 882                  NA            NA                      NA             NA
## 883                  NA            NA                      NA             NA
## 884                  NA            NA                      NA             NA
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## 886                  NA            NA                      NA             NA
## 887                  NA            NA                      NA             NA
## 888                  NA            NA                      NA             NA
## 889                  NA            NA                      NA             NA
## 890                  NA            NA                      NA             NA
## 891                  NA            NA                      NA             NA
## 892                  NA            NA                      NA             NA
## 893                  NA            NA                      NA             NA
## 894                  NA            NA                      NA             NA
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## 901                  NA            NA                      NA             NA
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## 903                  NA            NA                      NA             NA
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## 914                  NA            NA                      NA             NA
## 915                  NA            NA                      NA             NA
## 916                  NA            NA                      NA             NA
## 917                  NA            NA                      NA             NA
## 918                  NA            NA                      NA             NA
## 919                  NA            NA                      NA             NA
## 920                  NA            NA                      NA             NA
## 921                  NA            NA                      NA             NA
## 922                  NA            NA                      NA             NA
## 923                  NA            NA                      NA             NA
## 924                  NA            NA                      NA             NA
## 925                  NA            NA                      NA             NA
## 926                  NA            NA                      NA             NA
## 927                  NA            NA                      NA             NA
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## 1527                 NA            NA                      NA             NA
## 1528                 NA            NA                      NA             NA
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## 1530                 NA            NA                      NA             NA
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## 1544                 NA            NA                      NA             NA
## 1545                 NA            NA                      NA             NA
## 1546                 NA            NA                      NA             NA
## 1547                 NA            NA                      NA             NA
## 1548                 NA            NA                      NA             NA
## 1549                 NA            NA                      NA             NA
## 1550                 NA            NA                      NA             NA
## 1551                 NA            NA                      NA             NA
## 1552                 NA            NA                      NA             NA
## 1553                 NA            NA                      NA             NA
## 1554                 NA            NA                      NA             NA
## 1555                 NA            NA                      NA             NA
## 1556                 NA            NA                      NA             NA
## 1557                 NA            NA                      NA             NA
## 1558                 NA            NA                      NA             NA
## 1559                 NA            NA                      NA             NA
## 1560                 NA            NA                      NA             NA
## 1561                 NA            NA                      NA             NA
## 1562                 NA            NA                      NA             NA
## 1563                 NA            NA                      NA             NA
## 1564                 NA            NA                      NA             NA
## 1565                 NA            NA                      NA             NA
## 1566                 NA            NA                      NA             NA
## 1567                 NA            NA                      NA             NA
## 1568                 NA            NA                      NA             NA
## 1569                 NA            NA                      NA             NA
## 1570                 NA            NA                      NA             NA
## 1571                 NA            NA                      NA             NA
## 1572                 NA            NA                      NA             NA
## 1573                 NA            NA                      NA             NA
## 1574                 NA            NA                      NA             NA
## 1575                 NA            NA                      NA             NA
## 1576                 NA            NA                      NA             NA
## 1577                 NA            NA                      NA             NA
## 1578                 NA            NA                      NA             NA
## 1579                 NA            NA                      NA             NA
## 1580                 NA            NA                      NA             NA
## 1581                 NA            NA                      NA             NA
## 1582                 NA            NA                      NA             NA
## 1583                 NA            NA                      NA             NA
## 1584                 NA            NA                  0.0159             NA
## 1585                 NA            NA                      NA             NA
## 1586                 NA            NA                      NA             NA
## 1587                 NA            NA                      NA             NA
## 1588                 NA            NA                      NA             NA
## 1589                 NA            NA                      NA             NA
## 1590                 NA            NA                      NA             NA
## 1591                 NA            NA                      NA             NA
## 1592                 NA            NA                      NA             NA
## 1593                 NA            NA                      NA             NA
## 1594                 NA            NA                      NA             NA
## 1595                 NA            NA                      NA             NA
## 1596                 NA            NA                      NA             NA
## 1597                 NA            NA                      NA             NA
## 1598                 NA            NA                      NA             NA
## 1599                 NA            NA                      NA             NA
## 1600                 NA            NA                      NA             NA
## 1601                 NA            NA                      NA             NA
## 1602                 NA            NA                      NA             NA
## 1603                 NA            NA                      NA             NA
## 1604                 NA            NA                      NA             NA
## 1605                 NA            NA                      NA             NA
## 1606                 NA            NA                      NA             NA
## 1607                 NA            NA                      NA             NA
## 1608                 NA            NA                      NA             NA
## 1609                 NA            NA                      NA             NA
## 1610                 NA            NA                      NA             NA
## 1611                 NA            NA                      NA             NA
## 1612                 NA            NA                      NA             NA
## 1613                 NA            NA                      NA             NA
## 1614                 NA            NA                      NA             NA
## 1615                 NA            NA                      NA             NA
## 1616                 NA            NA                      NA             NA
## 1617                 NA            NA                      NA             NA
## 1618                 NA            NA                      NA             NA
## 1619                 NA            NA                      NA             NA
## 1620                 NA            NA                      NA             NA
## 1621                 NA            NA                      NA             NA
## 1622                 NA            NA                      NA             NA
## 1623                 NA            NA                      NA             NA
## 1624                 NA            NA                      NA             NA
## 1625                 NA            NA                      NA             NA
## 1626                 NA            NA                      NA             NA
## 1627                 NA            NA                      NA             NA
## 1628                 NA            NA                      NA             NA
## 1629                 NA            NA                      NA             NA
## 1630                 NA            NA                      NA             NA
## 1631                 NA            NA                      NA             NA
## 1632                 NA            NA                      NA             NA
## 1633                 NA            NA                      NA             NA
## 1634                 NA            NA                      NA             NA
## 1635                 NA            NA                      NA             NA
## 1636                 NA            NA                      NA             NA
## 1637                 NA            NA                      NA             NA
## 1638                 NA            NA                      NA             NA
## 1639                 NA            NA                      NA             NA
## 1640                 NA            NA                      NA             NA
## 1641                 NA            NA                      NA             NA
## 1642                 NA            NA                      NA             NA
## 1643                 NA            NA                      NA             NA
## 1644                 NA            NA                      NA             NA
## 1645                 NA            NA                      NA             NA
## 1646                 NA            NA                      NA             NA
## 1647                 NA            NA                      NA             NA
## 1648                 NA   0.000440000                      NA             NA
## 1649                 NA            NA                      NA             NA
## 1650                 NA            NA                      NA             NA
## 1651                 NA            NA                      NA             NA
## 1652                 NA            NA                      NA             NA
## 1653                 NA            NA                      NA             NA
## 1654                 NA            NA                      NA             NA
## 1655                 NA            NA                      NA             NA
## 1656                 NA            NA                      NA             NA
## 1657                 NA            NA                      NA             NA
## 1658                 NA            NA                      NA             NA
## 1659                 NA            NA                      NA             NA
## 1660                 NA            NA                      NA             NA
## 1661                 NA            NA                      NA             NA
## 1662                 NA            NA                      NA             NA
## 1663                 NA            NA                      NA             NA
## 1664                 NA            NA                      NA             NA
## 1665                 NA            NA                      NA             NA
## 1666                 NA            NA                      NA             NA
## 1667                 NA            NA                      NA             NA
## 1668                 NA            NA                      NA             NA
## 1669                 NA            NA                      NA             NA
## 1670                 NA            NA                      NA             NA
## 1671                 NA            NA                      NA             NA
## 1672                 NA            NA                      NA             NA
## 1673                 NA            NA                      NA             NA
## 1674                 NA            NA                      NA             NA
## 1675                 NA            NA                      NA             NA
## 1676                 NA            NA                      NA             NA
## 1677                 NA            NA                      NA             NA
## 1678                 NA            NA                      NA             NA
## 1679                 NA            NA                      NA             NA
## 1680                 NA            NA                      NA             NA
## 1681                 NA            NA                      NA             NA
## 1682                 NA            NA                      NA             NA
## 1683                 NA            NA                      NA             NA
## 1684                 NA            NA                      NA             NA
## 1685                 NA            NA                      NA             NA
## 1686                 NA            NA                      NA             NA
## 1687                 NA            NA                      NA             NA
## 1688                 NA            NA                      NA             NA
## 1689                 NA            NA                      NA             NA
## 1690                 NA            NA                      NA             NA
## 1691                 NA            NA                      NA             NA
## 1692                 NA            NA                      NA             NA
## 1693                 NA            NA                      NA             NA
## 1694                 NA            NA                      NA             NA
## 1695                 NA            NA                      NA             NA
## 1696                 NA            NA                      NA             NA
## 1697                 NA            NA                      NA             NA
## 1698                 NA            NA                      NA             NA
## 1699                 NA            NA                      NA             NA
## 1700                 NA            NA                      NA             NA
## 1701                 NA            NA                      NA             NA
## 1702                 NA            NA                      NA             NA
## 1703                 NA            NA                      NA             NA
## 1704                 NA            NA                      NA             NA
## 1705                 NA            NA                      NA             NA
## 1706                 NA            NA                      NA             NA
## 1707                 NA            NA                      NA             NA
## 1708                 NA            NA                      NA             NA
## 1709                 NA            NA                      NA             NA
## 1710                 NA            NA                      NA             NA
## 1711                 NA            NA                      NA             NA
## 1712                 NA            NA                      NA             NA
## 1713                 NA            NA                      NA             NA
## 1714                 NA            NA                      NA             NA
## 1715                 NA            NA                      NA             NA
## 1716                 NA            NA                      NA             NA
## 1717                 NA            NA                      NA             NA
## 1718                 NA            NA                      NA             NA
## 1719                 NA            NA                      NA             NA
## 1720                 NA            NA                      NA             NA
## 1721                 NA            NA                      NA             NA
## 1722                 NA            NA                      NA             NA
## 1723                 NA            NA                      NA             NA
## 1724                 NA            NA                      NA             NA
## 1725                 NA            NA                      NA             NA
## 1726                 NA            NA                      NA             NA
## 1727                 NA            NA                      NA             NA
## 1728                 NA            NA                      NA             NA
## 1729                 NA            NA                      NA             NA
## 1730                 NA            NA                      NA             NA
## 1731                 NA            NA                      NA             NA
## 1732                 NA            NA                      NA             NA
## 1733                 NA            NA                      NA             NA
## 1734                 NA            NA                      NA             NA
## 1735                 NA            NA                      NA             NA
## 1736                 NA            NA                      NA             NA
## 1737                 NA            NA                      NA             NA
## 1738                 NA            NA                      NA             NA
## 1739                 NA            NA                      NA             NA
## 1740                 NA            NA                      NA             NA
## 1741                 NA            NA                      NA             NA
## 1742                 NA            NA                      NA             NA
## 1743                 NA            NA                      NA             NA
## 1744                 NA            NA                      NA             NA
## 1745                 NA            NA                      NA             NA
## 1746                 NA            NA                      NA             NA
## 1747                 NA            NA                      NA             NA
## 1748                 NA            NA                      NA             NA
## 1749                 NA            NA                      NA             NA
## 1750                 NA            NA                      NA             NA
## 1751                 NA            NA                      NA             NA
## 1752                 NA   0.032000000                      NA             NA
## 1753                 NA            NA                      NA             NA
## 1754                 NA            NA                      NA             NA
## 1755                 NA            NA                      NA             NA
## 1756                 NA            NA                      NA             NA
## 1757                 NA            NA                      NA             NA
## 1758                 NA            NA                      NA             NA
## 1759                 NA            NA                      NA             NA
## 1760                 NA            NA                      NA             NA
## 1761                 NA            NA                      NA             NA
## 1762                 NA            NA                      NA             NA
## 1763                 NA            NA                      NA             NA
## 1764                 NA            NA                      NA             NA
## 1765                 NA            NA                      NA             NA
## 1766                 NA            NA                      NA             NA
## 1767                 NA            NA                      NA             NA
## 1768                 NA            NA                      NA             NA
## 1769                 NA   0.006000000                      NA             NA
## 1770                 NA            NA                      NA             NA
## 1771                 NA            NA                      NA             NA
## 1772                 NA            NA                      NA             NA
## 1773                 NA            NA                      NA             NA
## 1774                 NA   0.025000000                      NA             NA
## 1775                 NA            NA                      NA             NA
## 1776                 NA            NA                      NA             NA
## 1777                 NA            NA                      NA             NA
## 1778                 NA            NA                      NA             NA
## 1779                 NA            NA                      NA             NA
## 1780                 NA            NA                      NA             NA
## 1781                 NA            NA                      NA             NA
## 1782                 NA            NA                      NA             NA
## 1783                 NA            NA                      NA             NA
## 1784                 NA            NA                      NA             NA
## 1785                 NA            NA                      NA             NA
## 1786                 NA            NA                      NA             NA
## 1787                 NA            NA                      NA             NA
## 1788                 NA            NA                      NA             NA
## 1789                 NA            NA                      NA             NA
## 1790                 NA            NA                      NA             NA
## 1791                 NA            NA                      NA             NA
## 1792                 NA            NA                      NA             NA
## 1793                 NA            NA                      NA             NA
## 1794                 NA            NA                      NA             NA
## 1795                 NA            NA                      NA             NA
## 1796                 NA            NA                      NA             NA
## 1797                 NA            NA                      NA             NA
## 1798                 NA            NA                      NA             NA
## 1799                 NA            NA                      NA             NA
## 1800                 NA            NA                      NA             NA
## 1801                 NA            NA                      NA             NA
## 1802                 NA            NA                      NA             NA
## 1803                 NA            NA                      NA             NA
## 1804                 NA            NA                      NA             NA
## 1805                 NA            NA                      NA             NA
## 1806                 NA            NA                      NA             NA
## 1807                 NA            NA                      NA             NA
## 1808                 NA            NA                      NA             NA
## 1809                 NA            NA                      NA             NA
## 1810                 NA            NA                      NA             NA
## 1811                 NA            NA                      NA             NA
## 1812                 NA            NA                      NA             NA
## 1813                 NA            NA                      NA             NA
## 1814                 NA            NA                      NA             NA
## 1815                 NA            NA                      NA             NA
## 1816                 NA            NA                      NA             NA
## 1817                 NA            NA                      NA             NA
## 1818                 NA            NA                      NA             NA
## 1819                 NA            NA                      NA             NA
## 1820                 NA            NA                      NA             NA
## 1821                 NA            NA                      NA             NA
## 1822                 NA            NA                      NA             NA
## 1823                 NA            NA                      NA             NA
## 1824                 NA            NA                      NA             NA
## 1825                 NA            NA                      NA             NA
## 1826                 NA            NA                      NA             NA
## 1827                 NA            NA                      NA             NA
## 1828                 NA            NA                      NA             NA
## 1829                 NA            NA                      NA             NA
## 1830                 NA            NA                      NA             NA
## 1831                 NA            NA                      NA             NA
## 1832                 NA            NA                      NA             NA
## 1833                 NA            NA                      NA             NA
## 1834                 NA            NA                      NA             NA
## 1835                 NA            NA                      NA             NA
## 1836                 NA            NA                      NA             NA
## 1837                 NA            NA                      NA             NA
## 1838                 NA            NA                      NA             NA
## 1839                 NA            NA                      NA             NA
## 1840                 NA            NA                      NA             NA
## 1841                 NA            NA                      NA             NA
## 1842                 NA            NA                      NA             NA
## 1843                 NA            NA                      NA             NA
## 1844                 NA            NA                      NA             NA
## 1845                 NA            NA                      NA             NA
## 1846                 NA            NA                      NA             NA
## 1847                 NA            NA                      NA             NA
## 1848                 NA            NA                      NA             NA
## 1849                 NA            NA                      NA             NA
## 1850                 NA            NA                      NA             NA
## 1851                 NA            NA                      NA             NA
## 1852                 NA            NA                      NA             NA
## 1853                 NA            NA                      NA             NA
## 1854                 NA            NA                      NA             NA
## 1855                 NA            NA                      NA             NA
## 1856                 NA            NA                      NA             NA
## 1857                 NA            NA                      NA             NA
## 1858                 NA            NA                      NA             NA
## 1859                 NA            NA                      NA             NA
## 1860                 NA            NA                      NA             NA
## 1861                 NA            NA                      NA             NA
## 1862                 NA            NA                      NA             NA
## 1863                 NA            NA                      NA             NA
## 1864                 NA            NA                      NA             NA
## 1865                 NA            NA                      NA             NA
## 1866                 NA            NA                      NA             NA
## 1867                 NA            NA                      NA             NA
## 1868                 NA            NA                      NA             NA
## 1869                 NA            NA                      NA             NA
## 1870                 NA            NA                      NA             NA
## 1871                 NA            NA                      NA             NA
## 1872                 NA            NA                      NA             NA
## 1873                 NA            NA                      NA             NA
## 1874                 NA   0.030000000                      NA             NA
## 1875                 NA            NA                      NA             NA
## 1876                 NA            NA                      NA             NA
## 1877                 NA            NA                      NA             NA
## 1878                 NA            NA                      NA             NA
## 1879                 NA            NA                      NA             NA
## 1880                 NA            NA                      NA             NA
## 1881                 NA            NA                      NA             NA
## 1882                 NA   0.030000000                      NA             NA
## 1883                 NA            NA                      NA             NA
## 1884                 NA            NA                      NA             NA
## 1885                 NA            NA                      NA             NA
## 1886                 NA            NA                      NA             NA
## 1887                 NA            NA                      NA             NA
## 1888                 NA            NA                      NA             NA
## 1889                 NA            NA                      NA             NA
## 1890                 NA            NA                      NA             NA
## 1891                 NA            NA                      NA             NA
## 1892                 NA            NA                      NA             NA
## 1893                 NA            NA                      NA             NA
## 1894                 NA            NA                      NA             NA
## 1895                 NA            NA                      NA             NA
## 1896                 NA            NA                      NA             NA
## 1897                 NA            NA                      NA             NA
## 1898                 NA            NA                      NA             NA
## 1899                 NA            NA                      NA             NA
## 1900                 NA            NA                      NA             NA
## 1901                 NA            NA                      NA             NA
## 1902                 NA            NA                      NA             NA
## 1903                 NA            NA                      NA             NA
## 1904                 NA            NA                      NA             NA
## 1905                 NA            NA                      NA             NA
## 1906                 NA            NA                      NA             NA
## 1907                 NA            NA                      NA             NA
## 1908                 NA            NA                      NA             NA
## 1909                 NA            NA                      NA             NA
## 1910                 NA            NA                      NA             NA
## 1911                 NA            NA                      NA             NA
## 1912                 NA            NA                      NA             NA
## 1913                 NA            NA                      NA             NA
## 1914                 NA            NA                      NA             NA
## 1915                 NA            NA                      NA             NA
## 1916                 NA            NA                      NA             NA
## 1917                 NA            NA                      NA             NA
## 1918                 NA            NA                      NA             NA
## 1919                 NA            NA                      NA             NA
## 1920                 NA            NA                      NA             NA
## 1921                 NA            NA                      NA             NA
## 1922                 NA            NA                      NA             NA
## 1923                 NA            NA                      NA             NA
## 1924                 NA            NA                      NA             NA
## 1925                 NA            NA                      NA             NA
## 1926                 NA            NA                      NA             NA
## 1927                 NA            NA                      NA             NA
## 1928                 NA            NA                      NA             NA
## 1929                 NA            NA                      NA             NA
## 1930                 NA            NA                      NA             NA
## 1931                 NA            NA                      NA             NA
## 1932                 NA            NA                      NA             NA
## 1933                 NA            NA                      NA             NA
## 1934                 NA            NA                      NA             NA
## 1935                 NA            NA                      NA             NA
## 1936                 NA            NA                      NA             NA
## 1937                 NA            NA                      NA             NA
## 1938                 NA            NA                      NA             NA
## 1939                 NA            NA                      NA             NA
## 1940                 NA            NA                      NA             NA
## 1941                 NA            NA                      NA             NA
## 1942                 NA            NA                      NA             NA
## 1943                 NA            NA                      NA             NA
## 1944                 NA            NA                      NA             NA
## 1945                 NA            NA                      NA             NA
## 1946                 NA            NA                      NA             NA
## 1947                 NA            NA                      NA             NA
## 1948                 NA            NA                      NA             NA
## 1949                 NA            NA                      NA             NA
## 1950                 NA            NA                  0.0900             NA
## 1951                 NA            NA                      NA             NA
## 1952                 NA            NA                      NA             NA
## 1953                 NA            NA                      NA             NA
## 1954                 NA            NA                      NA             NA
## 1955                 NA            NA                      NA             NA
## 1956                 NA            NA                      NA             NA
## 1957                 NA            NA                      NA             NA
## 1958                 NA            NA                      NA             NA
## 1959                 NA            NA                      NA             NA
## 1960                 NA            NA                      NA             NA
## 1961                 NA            NA                      NA             NA
## 1962                 NA            NA                      NA             NA
## 1963                 NA            NA                      NA             NA
## 1964                 NA            NA                      NA             NA
## 1965                 NA            NA                      NA             NA
## 1966                 NA            NA                      NA             NA
## 1967                 NA            NA                      NA             NA
## 1968                 NA            NA                      NA             NA
## 1969                 NA            NA                      NA             NA
## 1970                 NA            NA                      NA             NA
## 1971                 NA            NA                      NA             NA
## 1972                 NA            NA                      NA             NA
## 1973                 NA            NA                      NA             NA
## 1974                 NA            NA                      NA             NA
## 1975                 NA            NA                      NA             NA
## 1976                 NA            NA                      NA             NA
## 1977                 NA            NA                      NA             NA
## 1978                 NA            NA                      NA             NA
## 1979                 NA            NA                      NA             NA
## 1980                 NA            NA                      NA             NA
## 1981                 NA            NA                      NA             NA
## 1982                 NA            NA                      NA             NA
## 1983                 NA            NA                      NA             NA
## 1984                 NA            NA                      NA             NA
## 1985                 NA            NA                      NA             NA
## 1986                 NA            NA                      NA             NA
## 1987                 NA            NA                      NA             NA
## 1988                 NA            NA                      NA             NA
## 1989                 NA            NA                      NA             NA
## 1990                 NA            NA                      NA             NA
## 1991                 NA            NA                      NA             NA
## 1992                 NA            NA                      NA             NA
## 1993                 NA            NA                      NA             NA
## 1994                 NA            NA                      NA             NA
## 1995                 NA            NA                      NA             NA
## 1996                 NA            NA                      NA             NA
## 1997                 NA            NA                      NA             NA
## 1998                 NA            NA                      NA             NA
## 1999                 NA            NA                      NA             NA
## 2000                 NA            NA                      NA             NA
## 2001                 NA            NA                      NA             NA
## 2002                 NA            NA                      NA             NA
## 2003                 NA            NA                      NA             NA
## 2004                 NA            NA                      NA             NA
## 2005                 NA            NA                      NA             NA
## 2006                 NA            NA                      NA             NA
## 2007                 NA            NA                      NA             NA
## 2008                 NA            NA                      NA             NA
## 2009                 NA            NA                      NA             NA
## 2010                 NA            NA                      NA             NA
## 2011                 NA            NA                      NA             NA
## 2012                 NA            NA                      NA             NA
## 2013                 NA            NA                      NA             NA
## 2014                 NA            NA                      NA             NA
## 2015                 NA            NA                      NA             NA
## 2016                 NA            NA                      NA             NA
## 2017                 NA            NA                      NA             NA
## 2018                 NA            NA                      NA             NA
## 2019                 NA            NA                      NA             NA
## 2020                 NA            NA                      NA             NA
## 2021                 NA            NA                      NA             NA
## 2022                 NA            NA                      NA             NA
## 2023                 NA            NA                      NA             NA
## 2024                 NA            NA                      NA             NA
## 2025                 NA            NA                      NA             NA
## 2026                 NA            NA                      NA             NA
## 2027                 NA            NA                      NA             NA
## 2028                 NA            NA                      NA             NA
## 2029                 NA            NA                      NA             NA
## 2030                 NA   0.004000000                      NA             NA
## 2031                 NA            NA                      NA             NA
## 2032                 NA            NA                      NA             NA
## 2033                 NA            NA                      NA             NA
## 2034                 NA            NA                      NA             NA
## 2035                 NA            NA                      NA             NA
## 2036                 NA            NA                      NA             NA
## 2037                 NA            NA                      NA             NA
## 2038                 NA            NA                      NA             NA
## 2039                 NA            NA                      NA             NA
## 2040                 NA            NA                      NA             NA
## 2041                 NA            NA                      NA             NA
## 2042                 NA            NA                      NA             NA
## 2043                 NA            NA                      NA             NA
## 2044                 NA            NA                      NA             NA
## 2045                 NA            NA                      NA             NA
## 2046                 NA            NA                      NA             NA
## 2047                 NA            NA                      NA             NA
## 2048                 NA            NA                      NA             NA
## 2049                 NA            NA                      NA             NA
## 2050                 NA            NA                      NA             NA
## 2051                 NA            NA                      NA             NA
## 2052                 NA            NA                      NA             NA
## 2053                 NA            NA                      NA             NA
## 2054                 NA            NA                      NA             NA
## 2055                 NA            NA                      NA             NA
## 2056                 NA            NA                      NA             NA
## 2057                 NA            NA                      NA             NA
## 2058                 NA            NA                      NA             NA
## 2059                 NA            NA                      NA             NA
## 2060                 NA            NA                      NA             NA
## 2061                 NA            NA                      NA             NA
## 2062                 NA            NA                      NA             NA
## 2063                 NA            NA                      NA             NA
## 2064                 NA            NA                      NA             NA
## 2065                 NA            NA                      NA             NA
## 2066                 NA            NA                      NA             NA
## 2067                 NA            NA                      NA             NA
## 2068                 NA            NA                      NA             NA
## 2069                 NA            NA                      NA             NA
## 2070                 NA            NA                      NA             NA
## 2071                 NA            NA                      NA             NA
## 2072                 NA            NA                      NA             NA
## 2073                 NA            NA                      NA             NA
## 2074                 NA            NA                      NA             NA
## 2075                 NA            NA                      NA             NA
## 2076                 NA            NA                      NA             NA
## 2077                 NA   0.020000000                      NA             NA
## 2078                 NA            NA                      NA             NA
## 2079                 NA            NA                      NA             NA
## 2080                 NA            NA                      NA             NA
## 2081                 NA            NA                      NA             NA
## 2082                 NA            NA                      NA             NA
## 2083                 NA   0.020000000                      NA             NA
## 2084                 NA            NA                      NA             NA
## 2085                 NA            NA                      NA             NA
## 2086                 NA            NA                      NA             NA
## 2087                 NA            NA                      NA             NA
## 2088                 NA            NA                      NA             NA
## 2089                 NA            NA                      NA             NA
## 2090                 NA            NA                      NA             NA
## 2091                 NA            NA                      NA             NA
## 2092                 NA            NA                      NA             NA
## 2093                 NA            NA                      NA             NA
## 2094                 NA            NA                      NA             NA
## 2095                 NA            NA                      NA             NA
## 2096                 NA            NA                      NA             NA
## 2097                 NA            NA                      NA             NA
## 2098                 NA            NA                      NA             NA
## 2099                 NA            NA                      NA             NA
## 2100                 NA            NA                      NA             NA
## 2101                 NA            NA                      NA             NA
## 2102                 NA            NA                      NA             NA
## 2103                 NA            NA                      NA             NA
## 2104                 NA            NA                      NA             NA
## 2105                 NA            NA                      NA             NA
## 2106                 NA            NA                      NA             NA
## 2107                 NA            NA                      NA             NA
## 2108                 NA            NA                      NA             NA
## 2109                 NA            NA                      NA             NA
## 2110                 NA            NA                      NA             NA
## 2111                 NA            NA                      NA             NA
## 2112                 NA            NA                      NA             NA
## 2113                 NA            NA                      NA             NA
## 2114                 NA            NA                      NA             NA
## 2115                 NA            NA                      NA             NA
## 2116                 NA            NA                      NA             NA
## 2117                 NA            NA                      NA             NA
## 2118                 NA            NA                      NA             NA
## 2119                 NA            NA                      NA             NA
## 2120                 NA            NA                      NA             NA
## 2121                 NA            NA                      NA             NA
## 2122                 NA            NA                      NA             NA
## 2123                 NA            NA                      NA             NA
## 2124                 NA            NA                      NA             NA
## 2125                 NA            NA                      NA             NA
## 2126                 NA            NA                      NA             NA
## 2127                 NA   0.047500000                      NA             NA
## 2128                 NA   0.019170000                  0.0600             NA
## 2129                 NA   0.018000000                      NA             NA
## 2130                 NA   0.018000000                      NA             NA
## 2131                 NA   0.028750000                      NA             NA
## 2132                 NA   0.025000000                      NA             NA
## 2133                 NA   0.025000000                      NA             NA
## 2134                 NA   0.025000000                      NA             NA
## 2135                 NA   0.009500000                      NA             NA
## 2136                 NA            NA                      NA             NA
## 2137                 NA   0.023333333                      NA             NA
## 2138                 NA   0.025000000                      NA             NA
## 2139                 NA            NA                      NA             NA
## 2140                 NA            NA                      NA             NA
## 2141                 NA   0.018500000                      NA             NA
## 2142                 NA   0.018450000                      NA             NA
## 2143                 NA   0.035000000                      NA             NA
## 2144                 NA   0.030666667                      NA             NA
## 2145                 NA   0.035000000                      NA             NA
## 2146                 NA   0.047500000                      NA             NA
## 2147                 NA   0.035000000                      NA             NA
## 2148                 NA   0.005000000                      NA             NA
## 2149                 NA   0.031666667                      NA             NA
## 2150                 NA   0.005000000                      NA             NA
## 2151                 NA   0.025500000                      NA             NA
## 2152                 NA   0.047500000                      NA             NA
## 2153                 NA            NA                      NA             NA
## 2154                 NA   0.025000000                      NA             NA
## 2155                 NA   0.035000000                      NA             NA
## 2156                 NA   0.035000000                      NA             NA
## 2157                 NA   0.030800000                      NA             NA
## 2158                 NA   0.015000000                      NA             NA
## 2159                 NA   0.015000000                  0.5800             NA
## 2160                 NA   0.047500000                      NA             NA
## 2161                 NA   0.015000000                      NA             NA
## 2162                 NA   0.018000000                      NA             NA
## 2163                 NA   0.020500000                      NA             NA
## 2164                 NA   0.030000000                      NA             NA
## 2165                 NA   0.018000000                      NA             NA
## 2166                 NA   0.031666667                      NA             NA
## 2167                 NA   0.018450000                      NA             NA
## 2168                 NA   0.035000000                      NA             NA
## 2169                 NA   0.047500000                      NA             NA
## 2170                 NA   0.016875000                      NA             NA
## 2171                 NA   0.007875000                      NA             NA
## 2172                 NA   0.033333333                      NA             NA
## 2173                 NA   0.035000000                      NA             NA
## 2174                 NA   0.003500000                      NA             NA
## 2175                 NA   0.004000000                      NA             NA
## 2176                 NA   0.018000000                      NA             NA
## 2177                 NA   0.032857143                      NA             NA
## 2178                 NA   0.047500000                      NA             NA
## 2179                 NA   0.011000000                      NA             NA
## 2180                 NA            NA                      NA             NA
## 2181                 NA   0.014666667                      NA             NA
## 2182                 NA   0.047500000                      NA             NA
## 2183                 NA   0.035000000                      NA             NA
## 2184                 NA            NA                      NA             NA
## 2185                 NA            NA                      NA             NA
## 2186                 NA   0.002500000                      NA             NA
## 2187                 NA   0.015000000                      NA             NA
## 2188                 NA   0.015000000                      NA             NA
## 2189                 NA   0.030000000                      NA             NA
## 2190                 NA   0.038000000                      NA             NA
## 2191                 NA   0.047500000                      NA             NA
## 2192                 NA   0.015000000                      NA             NA
## 2193                 NA   0.018000000                      NA             NA
## 2194                 NA   0.035000000                      NA             NA
## 2195                 NA   0.030000000                      NA             NA
## 2196                 NA   0.001350000                      NA             NA
## 2197                 NA   0.030500000                      NA             NA
## 2198                 NA   0.015000000                      NA             NA
## 2199                 NA   0.028750000                      NA             NA
## 2200                 NA   0.014000000                      NA             NA
## 2201                 NA   0.009500000                      NA             NA
## 2202                 NA            NA                      NA             NA
## 2203                 NA            NA                      NA             NA
## 2204                 NA   0.030000000                      NA             NA
## 2205                 NA            NA                      NA             NA
## 2206                 NA            NA                      NA             NA
## 2207                 NA   0.000400000                      NA             NA
## 2208                 NA            NA                      NA             NA
## 2209                 NA   0.000410000                      NA             NA
## 2210                 NA   0.005000000                      NA             NA
## 2211                 NA   0.013000000                      NA             NA
## 2212                 NA            NA                      NA             NA
## 2213                 NA            NA                      NA             NA
## 2214                 NA   0.009500000                      NA             NA
## 2215                 NA   0.010750000                      NA             NA
## 2216                 NA            NA                      NA             NA
## 2217                 NA   0.020000000                      NA             NA
## 2218                 NA   0.025000000                      NA             NA
## 2219                 NA            NA                      NA             NA
## 2220                 NA            NA                      NA             NA
## 2221                 NA   0.010500000                      NA             NA
## 2222                 NA            NA                      NA             NA
## 2223                 NA   0.013000000                      NA             NA
## 2224                 NA            NA                      NA             NA
## 2225                 NA   0.013000000                      NA             NA
## 2226                 NA            NA                      NA             NA
## 2227                 NA   0.013000000                      NA             NA
## 2228                 NA   0.025000000                      NA             NA
## 2229                 NA   0.020000000                      NA             NA
## 2230                 NA            NA                      NA             NA
## 2231                 NA            NA                      NA             NA
## 2232                 NA   0.008966667                      NA             NA
## 2233                 NA   0.000435000                      NA             NA
## 2234                 NA            NA                      NA             NA
## 2235                 NA   0.027500000                      NA             NA
## 2236                 NA   0.013000000                      NA             NA
## 2237                 NA   0.013000000                      NA             NA
## 2238                 NA            NA                      NA             NA
## 2239                 NA   0.004500000                      NA             NA
## 2240                 NA   0.025000000                      NA             NA
## 2241                 NA   0.011500000                      NA             NA
## 2242                 NA   0.025000000                      NA             NA
## 2243                 NA            NA                      NA             NA
## 2244                 NA   0.030000000                      NA             NA
## 2245                 NA            NA                      NA             NA
## 2246                 NA            NA                      NA             NA
## 2247                 NA   0.010500000                      NA             NA
## 2248                 NA   0.030000000                      NA             NA
## 2249                 NA            NA                      NA             NA
## 2250                 NA            NA                      NA             NA
## 2251                 NA   0.025000000                      NA             NA
## 2252                 NA   0.013000000                      NA             NA
## 2253                 NA   0.017500000                      NA             NA
## 2254                 NA            NA                      NA             NA
## 2255                 NA   0.025000000                      NA             NA
## 2256                 NA            NA                      NA             NA
## 2257                 NA   0.000510000                      NA             NA
## 2258                 NA   0.002500000                      NA             NA
## 2259                 NA            NA                      NA             NA
## 2260                 NA            NA                      NA             NA
## 2261                 NA   0.030000000                      NA             NA
## 2262                 NA            NA                      NA             NA
## 2263                 NA            NA                      NA             NA
## 2264                 NA            NA                      NA             NA
## 2265                 NA   0.000400000                      NA             NA
## 2266                 NA            NA                      NA             NA
## 2267                 NA            NA                      NA             NA
## 2268                 NA   0.009000000                      NA             NA
## 2269                 NA            NA                      NA             NA
## 2270                 NA            NA                      NA             NA
## 2271                 NA            NA                      NA             NA
## 2272                 NA            NA                      NA             NA
## 2273                 NA            NA                      NA             NA
## 2274                 NA            NA                      NA             NA
## 2275                 NA            NA                      NA             NA
## 2276                 NA            NA                      NA             NA
## 2277                 NA            NA                      NA             NA
## 2278                 NA            NA                      NA             NA
## 2279                 NA            NA                      NA             NA
## 2280                 NA            NA                      NA             NA
## 2281                 NA            NA                      NA             NA
## 2282                 NA            NA                      NA             NA
## 2283                 NA            NA                      NA             NA
## 2284                 NA            NA                      NA             NA
## 2285                 NA            NA                      NA             NA
## 2286                 NA            NA                      NA             NA
## 2287                 NA            NA                      NA             NA
## 2288                 NA            NA                      NA             NA
## 2289                 NA            NA                      NA             NA
## 2290                 NA   0.004000000                      NA             NA
## 2291                 NA            NA                      NA             NA
## 2292                 NA            NA                      NA             NA
## 2293                 NA            NA                      NA             NA
## 2294                 NA            NA                      NA             NA
## 2295                 NA            NA                      NA             NA
## 2296                 NA            NA                      NA             NA
## 2297                 NA            NA                      NA             NA
## 2298                 NA            NA                      NA             NA
## 2299                 NA            NA                      NA             NA
## 2300                 NA            NA                      NA             NA
## 2301                 NA            NA                      NA             NA
## 2302                 NA            NA                      NA             NA
## 2303                 NA            NA                      NA             NA
## 2304                 NA            NA                      NA             NA
## 2305                 NA            NA                      NA             NA
## 2306                 NA            NA                      NA             NA
## 2307                 NA            NA                      NA             NA
## 2308                 NA            NA                      NA             NA
## 2309                 NA            NA                      NA             NA
## 2310                 NA            NA                      NA             NA
## 2311                 NA            NA                      NA             NA
## 2312                 NA            NA                      NA             NA
## 2313                 NA            NA                      NA             NA
## 2314                 NA            NA                      NA             NA
## 2315                 NA            NA                      NA             NA
## 2316                 NA            NA                      NA             NA
## 2317                 NA            NA                      NA             NA
## 2318                 NA            NA                      NA             NA
## 2319                 NA            NA                      NA             NA
##      Oxidative_phosphorylation Sodium_channel_neuronal suspended_soild_mean
## 1                           NA                      NA                   NA
## 2                           NA                      NA                   NA
## 3                           NA                      NA                   NA
## 4                           NA                      NA                   NA
## 5                           NA                      NA                   NA
## 6                           NA                      NA                   NA
## 7                           NA                      NA                   NA
## 8                           NA                      NA                   NA
## 9                           NA                      NA                   NA
## 10                          NA                      NA                   NA
## 11                          NA                      NA                   NA
## 12                          NA                      NA                   NA
## 13                          NA                      NA                   NA
## 14                          NA                      NA                   NA
## 15                          NA                      NA                   NA
## 16                          NA                      NA                   NA
## 17                          NA                      NA                   NA
## 18                          NA                      NA                   NA
## 19                          NA                      NA                   NA
## 20                          NA                      NA                   NA
## 21                          NA                      NA                   NA
## 22                          NA                      NA                   NA
## 23                          NA                      NA                   NA
## 24                          NA                      NA                   NA
## 25                          NA                      NA                   NA
## 26                          NA                      NA                   NA
## 27                          NA                      NA                   NA
## 28                          NA                      NA                   NA
## 29                          NA                      NA                   NA
## 30                          NA                      NA                   NA
## 31                          NA                      NA                   NA
## 32                          NA                      NA                   NA
## 33                          NA                      NA                   NA
## 34                          NA                      NA                   NA
## 35                          NA                      NA                   NA
## 36                          NA                      NA                   NA
## 37                          NA                      NA                   NA
## 38                          NA                      NA                   NA
## 39                          NA                      NA                   NA
## 40                          NA                      NA                   NA
## 41                          NA                      NA                   NA
## 42                          NA                      NA                   NA
## 43                          NA                      NA                   NA
## 44                          NA                      NA                   NA
## 45                          NA                      NA                   NA
## 46                          NA                      NA                   NA
## 47                          NA                      NA                   NA
## 48                          NA                      NA                   NA
## 49                          NA                      NA                   NA
## 50                          NA                      NA                   NA
## 51                          NA                      NA                   NA
## 52                          NA                      NA                   NA
## 53                          NA                      NA                   NA
## 54                          NA                      NA                   NA
## 55                          NA                      NA                   NA
## 56                          NA                      NA                   NA
## 57                          NA                      NA                   NA
## 58                          NA                      NA                   NA
## 59                          NA                      NA                   NA
## 60                          NA                      NA                   NA
## 61                          NA                      NA                   NA
## 62                          NA                      NA                   NA
## 63                          NA                      NA                   NA
## 64                          NA                      NA                   NA
## 65                          NA                      NA                   NA
## 66                          NA                      NA                   NA
## 67                          NA                      NA                   NA
## 68                          NA                      NA                   NA
## 69                          NA                      NA                   NA
## 70                          NA                      NA                   NA
## 71                          NA                      NA                   NA
## 72                          NA                      NA                   NA
## 73                          NA                      NA                   NA
## 74                          NA                      NA                   NA
## 75                          NA                      NA                   NA
## 76                          NA                      NA                   NA
## 77                          NA                      NA                   NA
## 78                          NA                      NA                   NA
## 79                          NA                      NA                   NA
## 80                          NA                      NA                   NA
## 81                          NA                      NA                   NA
## 82                          NA                      NA                   NA
## 83                          NA                      NA                   NA
## 84                          NA                      NA                   NA
## 85                          NA                      NA                   NA
## 86                          NA                      NA                   NA
## 87                          NA                      NA                   NA
## 88                          NA                      NA                   NA
## 89                          NA                      NA                   NA
## 90                          NA                      NA                   NA
## 91                          NA                      NA                   NA
## 92                          NA                      NA                   NA
## 93                          NA                      NA                   NA
## 94                          NA                      NA                   NA
## 95                          NA                      NA                   NA
## 96                          NA                      NA                   NA
## 97                          NA                      NA                   NA
## 98                          NA                      NA                   NA
## 99                          NA                      NA                   NA
## 100                         NA                      NA                   NA
## 101                         NA                      NA                   NA
## 102                         NA                      NA                   NA
## 103                         NA                      NA                   NA
## 104                         NA                      NA                   NA
## 105                         NA                      NA                   NA
## 106                         NA                      NA                   NA
## 107                         NA                      NA                   NA
## 108                         NA                      NA                   NA
## 109                         NA                      NA                   NA
## 110                         NA                      NA                   NA
## 111                         NA                      NA                   NA
## 112                         NA                      NA                   NA
## 113                         NA                      NA                   NA
## 114                         NA                      NA                   NA
## 115                         NA                      NA                   NA
## 116                         NA                      NA                   NA
## 117                         NA                      NA                   NA
## 118                         NA                      NA                   NA
## 119                         NA                      NA                   NA
## 120                         NA                      NA                   NA
## 121                         NA                      NA                   NA
## 122                         NA                      NA                   NA
## 123                         NA                      NA                   NA
## 124                         NA                      NA                   NA
## 125                         NA                      NA                   NA
## 126                         NA                      NA                   NA
## 127                         NA                      NA                   NA
## 128                         NA                      NA                   NA
## 129                         NA                      NA                   NA
## 130                         NA                      NA                   NA
## 131                         NA                      NA                   NA
## 132                         NA                      NA                   NA
## 133                         NA                      NA                   NA
## 134                         NA                      NA                   NA
## 135                         NA                      NA                   NA
## 136                         NA                      NA                   NA
## 137                         NA                      NA                   NA
## 138                         NA                      NA                   NA
## 139                         NA                      NA                   NA
## 140                         NA                      NA                   NA
## 141                         NA                      NA                   NA
## 142                         NA                      NA                   NA
## 143                         NA                      NA                   NA
## 144                         NA                      NA                   NA
## 145                         NA                      NA                   NA
## 146                         NA                      NA                   NA
## 147                         NA                      NA                   NA
## 148                         NA                      NA                   NA
## 149                         NA                      NA                   NA
## 150                         NA                      NA                   NA
## 151                         NA                      NA                   NA
## 152                         NA                      NA                   NA
## 153                         NA                      NA                   NA
## 154                         NA                      NA                   NA
## 155                         NA                      NA                   NA
## 156                         NA                      NA                   NA
## 157                         NA                      NA                   NA
## 158                         NA                      NA                   NA
## 159                         NA                      NA                   NA
## 160                         NA                      NA                   NA
## 161                         NA                      NA                   NA
## 162                         NA                      NA                   NA
## 163                         NA                      NA                   NA
## 164                         NA                      NA                   NA
## 165                         NA                      NA                   NA
## 166                         NA                      NA                   NA
## 167                         NA                      NA                   NA
## 168                         NA                      NA                   NA
## 169                         NA                      NA                   NA
## 170                         NA                      NA                   NA
## 171                         NA                      NA                   NA
## 172                         NA                      NA                   NA
## 173                         NA                      NA                   NA
## 174                         NA                      NA                   NA
## 175                         NA                      NA                   NA
## 176                         NA                      NA                   NA
## 177                         NA                      NA                   NA
## 178                         NA                      NA                   NA
## 179                         NA                      NA                   NA
## 180                         NA                      NA                   NA
## 181                         NA                      NA                   NA
## 182                         NA                      NA                   NA
## 183                         NA                      NA                   NA
## 184                         NA                      NA                   NA
## 185                         NA                      NA                   NA
## 186                         NA                      NA                   NA
## 187                         NA                      NA                   NA
## 188                         NA                      NA                   NA
## 189                         NA                      NA                   NA
## 190                         NA                      NA                   NA
## 191                         NA                      NA                   NA
## 192                         NA                      NA                   NA
## 193                         NA                      NA                   NA
## 194                         NA                      NA                   NA
## 195                         NA                      NA                   NA
## 196                         NA                      NA                   NA
## 197                         NA             0.020000000                   NA
## 198                         NA                      NA                   NA
## 199                         NA                      NA                   NA
## 200                         NA                      NA                   NA
## 201                         NA                      NA                   NA
## 202                         NA                      NA                   NA
## 203                         NA                      NA                   NA
## 204                         NA                      NA                   NA
## 205                         NA                      NA                   NA
## 206                         NA                      NA                   NA
## 207                         NA                      NA                   NA
## 208                         NA                      NA                   NA
## 209                         NA                      NA                   NA
## 210                         NA                      NA                   NA
## 211                         NA                      NA                   NA
## 212                         NA                      NA                   NA
## 213                         NA             0.073333333                   NA
## 214                         NA                      NA                   NA
## 215                         NA                      NA                   NA
## 216                         NA                      NA                   NA
## 217                         NA                      NA                   NA
## 218                         NA                      NA                   NA
## 219                         NA                      NA                   NA
## 220                         NA                      NA                   NA
## 221                         NA                      NA                   NA
## 222                         NA                      NA                   NA
## 223                         NA                      NA                   NA
## 224                         NA                      NA                   NA
## 225                         NA                      NA                   NA
## 226                         NA                      NA                   NA
## 227                         NA                      NA                   NA
## 228                         NA                      NA                   NA
## 229                         NA                      NA                   NA
## 230                         NA                      NA                   NA
## 231                         NA                      NA                   NA
## 232                         NA                      NA                   NA
## 233                         NA                      NA                   NA
## 234                         NA                      NA                   NA
## 235                         NA                      NA                   NA
## 236                         NA             0.020000000                   NA
## 237                         NA                      NA                   NA
## 238                         NA                      NA                   NA
## 239                         NA                      NA                   NA
## 240                         NA                      NA                   NA
## 241                         NA                      NA                   NA
## 242                         NA                      NA                   NA
## 243                         NA                      NA                   NA
## 244                         NA                      NA                   NA
## 245                         NA                      NA                   NA
## 246                         NA                      NA                   NA
## 247                         NA                      NA                   NA
## 248                         NA                      NA                   NA
## 249                         NA                      NA                   NA
## 250                         NA                      NA                   NA
## 251                         NA                      NA                   NA
## 252                         NA                      NA                   NA
## 253                         NA                      NA                   NA
## 254                         NA                      NA                   NA
## 255                         NA                      NA                   NA
## 256                         NA                      NA                   NA
## 257                         NA                      NA                   NA
## 258                         NA                      NA                   NA
## 259                         NA                      NA                   NA
## 260                         NA                      NA                   NA
## 261                         NA                      NA                   NA
## 262                         NA             0.007440000                   NA
## 263                         NA                      NA                   NA
## 264                         NA             0.002540000                   NA
## 265                         NA                      NA                   NA
## 266                         NA                      NA                   NA
## 267                         NA                      NA                   NA
## 268                         NA                      NA                   NA
## 269                         NA                      NA                   NA
## 270                         NA                      NA                   NA
## 271                         NA                      NA                   NA
## 272                         NA             0.002000000                   NA
## 273                         NA                      NA                   NA
## 274                         NA             0.002000000                   NA
## 275                         NA                      NA                   NA
## 276                         NA                      NA                   NA
## 277                         NA             0.005000000                   NA
## 278                         NA                      NA                   NA
## 279                         NA                      NA                   NA
## 280                         NA                      NA                   NA
## 281                         NA             0.005000000                   NA
## 282                         NA                      NA                   NA
## 283                         NA                      NA                   NA
## 284                         NA             0.002000000                   NA
## 285                         NA                      NA                   NA
## 286                         NA                      NA                   NA
## 287                         NA                      NA                   NA
## 288                         NA             0.002000000                   NA
## 289                         NA             0.001000000                   NA
## 290                         NA                      NA                   NA
## 291                         NA                      NA                   NA
## 292                         NA             0.005000000                   NA
## 293                         NA                      NA                   NA
## 294                         NA             0.002000000                   NA
## 295                         NA             0.002000000                   NA
## 296                         NA                      NA                   NA
## 297                         NA                      NA                   NA
## 298                         NA                      NA                   NA
## 299                         NA                      NA                   NA
## 300                         NA                      NA                   NA
## 301                         NA             0.002000000                   NA
## 302                         NA                      NA                   NA
## 303                         NA                      NA                   NA
## 304                         NA                      NA                   NA
## 305                         NA             0.011000000                   NA
## 306                         NA                      NA                   NA
## 307                         NA                      NA                   NA
## 308                         NA             0.002000000                   NA
## 309                         NA                      NA                   NA
## 310                         NA                      NA                   NA
## 311                         NA                      NA                   NA
## 312                         NA                      NA                   NA
## 313                         NA                      NA                   NA
## 314                         NA                      NA                   NA
## 315                         NA                      NA                   NA
## 316                         NA                      NA                   NA
## 317                         NA                      NA                   NA
## 318                         NA                      NA                   NA
## 319                         NA                      NA                   NA
## 320                         NA                      NA                   NA
## 321                         NA                      NA                   NA
## 322                         NA                      NA                   NA
## 323                         NA                      NA                   NA
## 324                         NA                      NA                   NA
## 325                         NA                      NA                   NA
## 326                         NA                      NA                   NA
## 327                         NA                      NA                   NA
## 328                         NA                      NA                   NA
## 329                         NA                      NA                   NA
## 330                         NA                      NA                   NA
## 331                         NA                      NA                   NA
## 332                         NA                      NA                   NA
## 333                         NA                      NA                   NA
## 334                         NA                      NA                   NA
## 335                         NA                      NA                   NA
## 336                         NA                      NA                   NA
## 337                         NA                      NA                   NA
## 338                         NA                      NA                   NA
## 339                         NA                      NA                   NA
## 340                         NA                      NA                   NA
## 341                         NA                      NA                   NA
## 342                         NA                      NA                   NA
## 343                         NA                      NA                   NA
## 344                         NA                      NA                   NA
## 345                         NA                      NA                   NA
## 346                         NA                      NA                   NA
## 347                         NA                      NA                   NA
## 348                         NA                      NA                   NA
## 349                         NA                      NA                   NA
## 350                         NA                      NA                   NA
## 351                         NA                      NA                   NA
## 352                         NA                      NA                   NA
## 353                         NA                      NA                   NA
## 354                         NA                      NA                   NA
## 355                         NA                      NA                   NA
## 356                         NA                      NA                   NA
## 357                         NA                      NA                   NA
## 358                         NA                      NA                   NA
## 359                         NA                      NA                   NA
## 360                         NA                      NA                   NA
## 361                         NA                      NA                   NA
## 362                         NA                      NA                   NA
## 363                         NA                      NA                   NA
## 364                         NA                      NA                   NA
## 365                         NA                      NA                   NA
## 366                         NA                      NA                   NA
## 367                         NA                      NA                   NA
## 368                         NA                      NA                   NA
## 369                         NA                      NA                   NA
## 370                         NA                      NA                   NA
## 371                         NA                      NA                   NA
## 372                         NA                      NA                   NA
## 373                         NA                      NA                   NA
## 374                         NA                      NA                   NA
## 375                         NA                      NA                   NA
## 376                         NA                      NA                   NA
## 377                         NA                      NA                   NA
## 378                         NA                      NA                   NA
## 379                         NA                      NA                   NA
## 380                         NA                      NA                   NA
## 381                         NA                      NA                   NA
## 382                         NA                      NA                   NA
## 383                         NA                      NA                   NA
## 384                         NA                      NA                   NA
## 385                         NA                      NA                   NA
## 386                         NA                      NA                   NA
## 387                         NA                      NA                   NA
## 388                         NA                      NA                   NA
## 389                         NA                      NA                   NA
## 390                         NA                      NA                   NA
## 391                         NA                      NA                   NA
## 392                         NA                      NA                   NA
## 393                         NA                      NA                   NA
## 394                         NA                      NA                   NA
## 395                         NA                      NA                   NA
## 396                         NA                      NA                   NA
## 397                         NA                      NA                   NA
## 398                         NA                      NA                   NA
## 399                         NA                      NA                   NA
## 400                         NA                      NA                   NA
## 401                         NA                      NA                   NA
## 402                         NA                      NA                   NA
## 403                         NA                      NA                   NA
## 404                         NA                      NA                   NA
## 405                         NA                      NA                   NA
## 406                         NA                      NA                   NA
## 407                         NA                      NA                   NA
## 408                         NA                      NA                   NA
## 409                         NA                      NA                   NA
## 410                         NA                      NA                   NA
## 411                         NA                      NA                   NA
## 412                         NA                      NA                   NA
## 413                         NA                      NA                   NA
## 414                         NA                      NA                   NA
## 415                         NA                      NA                   NA
## 416                         NA                      NA                   NA
## 417                         NA                      NA                   NA
## 418                         NA                      NA                   NA
## 419                         NA                      NA                   NA
## 420                         NA                      NA                   NA
## 421                         NA                      NA                   NA
## 422                         NA                      NA                   NA
## 423                         NA                      NA                   NA
## 424                         NA                      NA                   NA
## 425                         NA                      NA                   NA
## 426                         NA                      NA                   NA
## 427                         NA                      NA                   NA
## 428                         NA                      NA                   NA
## 429                         NA                      NA                   NA
## 430                         NA                      NA                   NA
## 431                         NA                      NA                   NA
## 432                         NA                      NA                   NA
## 433                         NA                      NA                   NA
## 434                         NA                      NA                   NA
## 435                         NA                      NA                   NA
## 436                         NA                      NA                   NA
## 437                         NA                      NA                   NA
## 438                         NA                      NA                   NA
## 439                         NA                      NA                   NA
## 440                         NA                      NA                   NA
## 441                         NA                      NA                   NA
## 442                         NA                      NA                   NA
## 443                         NA                      NA                   NA
## 444                         NA                      NA                   NA
## 445                         NA                      NA                   NA
## 446                         NA                      NA                   NA
## 447                         NA                      NA                   NA
## 448                         NA                      NA                   NA
## 449                         NA                      NA                   NA
## 450                         NA                      NA                   NA
## 451                         NA                      NA                   NA
## 452                         NA                      NA                   NA
## 453                         NA                      NA                   NA
## 454                         NA                      NA                   NA
## 455                         NA                      NA                   NA
## 456                         NA                      NA                   NA
## 457                         NA                      NA                   NA
## 458                         NA                      NA                   NA
## 459                         NA                      NA                   NA
## 460                         NA                      NA                   NA
## 461                         NA                      NA                   NA
## 462                         NA                      NA                   NA
## 463                         NA                      NA                   NA
## 464                         NA                      NA                   NA
## 465                         NA                      NA                   NA
## 466                         NA                      NA                   NA
## 467                         NA                      NA                   NA
## 468                         NA                      NA                   NA
## 469                         NA                      NA                   NA
## 470                         NA                      NA                   NA
## 471                         NA                      NA                   NA
## 472                         NA                      NA                   NA
## 473                         NA                      NA                   NA
## 474                         NA                      NA                   NA
## 475                         NA                      NA                   NA
## 476                         NA                      NA                   NA
## 477                         NA                      NA                   NA
## 478                         NA                      NA                   NA
## 479                         NA                      NA                   NA
## 480                         NA                      NA                   NA
## 481                         NA                      NA                   NA
## 482                         NA                      NA                   NA
## 483                         NA                      NA                   NA
## 484                         NA                      NA                   NA
## 485                         NA                      NA                   NA
## 486                         NA                      NA                   NA
## 487                         NA                      NA                   NA
## 488                         NA                      NA                   NA
## 489                         NA                      NA                   NA
## 490                         NA                      NA                   NA
## 491                         NA                      NA                   NA
## 492                         NA                      NA                   NA
## 493                         NA                      NA                   NA
## 494                         NA                      NA                   NA
## 495                         NA                      NA                   NA
## 496                         NA                      NA                   NA
## 497                         NA                      NA                   NA
## 498                         NA                      NA                   NA
## 499                         NA                      NA                   NA
## 500                         NA                      NA                   NA
## 501                         NA                      NA                   NA
## 502                         NA                      NA                   NA
## 503                         NA                      NA                   NA
## 504                         NA                      NA                   NA
## 505                         NA                      NA                   NA
## 506                         NA                      NA                   NA
## 507                         NA                      NA                   NA
## 508                         NA                      NA                   NA
## 509                         NA                      NA                   NA
## 510                         NA                      NA                   NA
## 511                         NA                      NA                   NA
## 512                         NA                      NA                   NA
## 513                         NA                      NA                   NA
## 514                         NA                      NA                   NA
## 515                         NA                      NA                   NA
## 516                         NA                      NA                   NA
## 517                         NA                      NA                   NA
## 518                         NA                      NA                   NA
## 519                         NA                      NA                   NA
## 520                         NA                      NA                   NA
## 521                         NA                      NA                   NA
## 522                         NA                      NA                   NA
## 523                         NA                      NA                   NA
## 524                         NA                      NA                   NA
## 525                         NA                      NA                   NA
## 526                         NA                      NA                   NA
## 527                         NA                      NA                   NA
## 528                         NA                      NA                   NA
## 529                         NA                      NA                   NA
## 530                         NA                      NA                   NA
## 531                         NA                      NA                   NA
## 532                         NA                      NA                   NA
## 533                         NA                      NA                   NA
## 534                         NA                      NA                   NA
## 535                         NA                      NA                   NA
## 536                         NA                      NA                   NA
## 537                         NA                      NA                   NA
## 538                         NA                      NA                   NA
## 539                         NA                      NA                   NA
## 540                         NA                      NA                   NA
## 541                         NA                      NA                   NA
## 542                         NA                      NA                   NA
## 543                         NA                      NA                   NA
## 544                         NA                      NA                   NA
## 545                         NA                      NA                   NA
## 546                         NA                      NA                   NA
## 547                         NA                      NA                   NA
## 548                         NA                      NA                   NA
## 549                         NA                      NA                   NA
## 550                         NA                      NA                   NA
## 551                         NA                      NA                   NA
## 552                         NA                      NA                   NA
## 553                         NA                      NA                   NA
## 554                         NA                      NA                   NA
## 555                         NA                      NA                   NA
## 556                         NA                      NA                   NA
## 557                         NA                      NA                   NA
## 558                         NA                      NA                   NA
## 559                         NA                      NA                   NA
## 560                         NA                      NA                   NA
## 561                         NA                      NA                   NA
## 562                         NA                      NA                   NA
## 563                         NA                      NA                   NA
## 564                         NA                      NA                   NA
## 565                         NA                      NA                   NA
## 566                         NA                      NA                   NA
## 567                         NA                      NA                   NA
## 568                         NA                      NA                   NA
## 569                         NA                      NA                   NA
## 570                         NA                      NA                   NA
## 571                         NA                      NA                   NA
## 572                         NA                      NA                   NA
## 573                         NA                      NA                   NA
## 574                         NA                      NA                   NA
## 575                         NA                      NA                   NA
## 576                         NA                      NA                   NA
## 577                         NA                      NA                   NA
## 578                         NA                      NA                   NA
## 579                         NA                      NA                   NA
## 580                         NA                      NA                   NA
## 581                         NA                      NA                   NA
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## 2005                        NA                      NA                   NA
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## 2007                        NA                      NA                   NA
## 2008                        NA                      NA                   NA
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## 2012                        NA                      NA                   NA
## 2013                        NA                      NA                   NA
## 2014                        NA                      NA                   NA
## 2015                        NA                      NA                   NA
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## 2017                        NA             0.013000000                   NA
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## 2021                        NA                      NA                   NA
## 2022                        NA                      NA                   NA
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## 2051                        NA                      NA                   NA
## 2052                        NA                      NA                   NA
## 2053                        NA                      NA                   NA
## 2054                        NA                      NA                   NA
## 2055                        NA                      NA                   NA
## 2056                        NA                      NA                   NA
## 2057                        NA                      NA                   NA
## 2058                        NA                      NA                   NA
## 2059                        NA                      NA                   NA
## 2060                        NA                      NA                   NA
## 2061                        NA                      NA                   NA
## 2062                        NA                      NA                   NA
## 2063                        NA                      NA                   NA
## 2064                        NA                      NA                   NA
## 2065                        NA                      NA                   NA
## 2066                        NA                      NA                   NA
## 2067                        NA                      NA                   NA
## 2068                        NA                      NA                   NA
## 2069                        NA                      NA                   NA
## 2070                        NA                      NA                   NA
## 2071                        NA                      NA                   NA
## 2072                        NA                      NA                   NA
## 2073                        NA                      NA                   NA
## 2074                        NA                      NA                   NA
## 2075                        NA                      NA                   NA
## 2076                        NA                      NA                   NA
## 2077                        NA                      NA                   NA
## 2078                        NA                      NA                   NA
## 2079                        NA                      NA                   NA
## 2080                        NA                      NA                   NA
## 2081                        NA                      NA                   NA
## 2082                        NA                      NA                   NA
## 2083                        NA                      NA                   NA
## 2084                        NA                      NA                   NA
## 2085                        NA                      NA                   NA
## 2086                        NA                      NA                   NA
## 2087                        NA                      NA                   NA
## 2088                        NA                      NA                   NA
## 2089                        NA                      NA                   NA
## 2090                        NA                      NA                   NA
## 2091                        NA                      NA                   NA
## 2092                        NA                      NA                   NA
## 2093                        NA                      NA                   NA
## 2094                        NA                      NA                   NA
## 2095                        NA                      NA                   NA
## 2096                        NA                      NA                   NA
## 2097                        NA                      NA                   NA
## 2098                        NA                      NA                   NA
## 2099                        NA                      NA                   NA
## 2100                        NA                      NA                   NA
## 2101                        NA                      NA                   NA
## 2102                        NA                      NA                   NA
## 2103                        NA                      NA                   NA
## 2104                        NA                      NA                   NA
## 2105                        NA                      NA                   NA
## 2106                        NA                      NA                   NA
## 2107                        NA                      NA                   NA
## 2108                        NA                      NA                   NA
## 2109                        NA                      NA                   NA
## 2110                        NA                      NA                   NA
## 2111                        NA                      NA                   NA
## 2112                        NA                      NA                   NA
## 2113                        NA                      NA                   NA
## 2114                        NA                      NA                   NA
## 2115                        NA                      NA                   NA
## 2116                        NA                      NA                   NA
## 2117                        NA                      NA                   NA
## 2118                        NA                      NA                   NA
## 2119                        NA                      NA                   NA
## 2120                        NA                      NA                   NA
## 2121                        NA                      NA                   NA
## 2122                        NA                      NA                   NA
## 2123                        NA                      NA                   NA
## 2124                        NA                      NA                   NA
## 2125                        NA                      NA                   NA
## 2126                        NA                      NA                   NA
## 2127                 0.1000000             0.010000000                   NA
## 2128                        NA                      NA                   NA
## 2129                 0.0200000             0.013000000                   NA
## 2130                        NA             0.013000000                   NA
## 2131                 0.1000000             0.003000000                   NA
## 2132                        NA                      NA                   NA
## 2133                        NA                      NA                   NA
## 2134                        NA                      NA                   NA
## 2135                        NA                      NA                   NA
## 2136                        NA                      NA                   NA
## 2137                        NA                      NA                   NA
## 2138                        NA                      NA                   NA
## 2139                        NA                      NA                   NA
## 2140                        NA                      NA                   NA
## 2141                 0.0200000             0.013000000                   NA
## 2142                 0.1000000             0.004000000                   NA
## 2143                        NA                      NA                   NA
## 2144                        NA                      NA                   NA
## 2145                        NA                      NA                   NA
## 2146                 0.1000000             0.010000000                   NA
## 2147                        NA                      NA                   NA
## 2148                        NA                      NA                   NA
## 2149                        NA                      NA                   NA
## 2150                        NA                      NA                   NA
## 2151                 0.0200000             0.013000000                   NA
## 2152                 0.1000000             0.010000000                   NA
## 2153                        NA                      NA                   NA
## 2154                        NA                      NA                   NA
## 2155                        NA                      NA                   NA
## 2156                        NA                      NA                   NA
## 2157                 0.1000000             0.003000000                   NA
## 2158                 0.0200000             0.010000000                   NA
## 2159                 0.0200000             0.013000000                   NA
## 2160                 0.1000000             0.010000000                   NA
## 2161                 0.0200000             0.010000000                   NA
## 2162                 0.0200000             0.013000000                   NA
## 2163                        NA                      NA                   NA
## 2164                        NA                      NA                   NA
## 2165                 0.0200000             0.013000000                   NA
## 2166                        NA                      NA                   NA
## 2167                 0.1000000             0.004000000                   NA
## 2168                        NA                      NA                   NA
## 2169                 0.1000000             0.010000000                   NA
## 2170                 0.1000000             0.004000000                   NA
## 2171                        NA                      NA                   NA
## 2172                        NA                      NA                   NA
## 2173                        NA                      NA                   NA
## 2174                        NA                      NA                   NA
## 2175                        NA                      NA                   NA
## 2176                 0.0200000             0.013000000                   NA
## 2177                        NA                      NA                   NA
## 2178                 0.1000000             0.010000000                   NA
## 2179                        NA                      NA                   NA
## 2180                        NA                      NA                   NA
## 2181                        NA                      NA                   NA
## 2182                 0.1000000             0.010000000                   NA
## 2183                        NA                      NA                   NA
## 2184                        NA                      NA                   NA
## 2185                        NA                      NA                   NA
## 2186                        NA                      NA                   NA
## 2187                 0.0200000             0.004000000                   NA
## 2188                 0.0200000             0.010000000                   NA
## 2189                        NA                      NA                   NA
## 2190                        NA                      NA                   NA
## 2191                 0.1000000             0.010000000                   NA
## 2192                 0.0200000             0.010000000                   NA
## 2193                 0.0200000             0.013000000                   NA
## 2194                        NA                      NA                   NA
## 2195                        NA                      NA                   NA
## 2196                        NA                      NA                   NA
## 2197                        NA                      NA                   NA
## 2198                 0.0200000             0.010000000                   NA
## 2199                 0.1000000             0.003000000                   NA
## 2200                 0.1000000             0.003000000                   NA
## 2201                 0.1000000             0.003000000                   NA
## 2202                        NA                      NA                   NA
## 2203                        NA                      NA                   NA
## 2204                        NA                      NA                   NA
## 2205                        NA                      NA                   NA
## 2206                        NA                      NA                   NA
## 2207                 0.0200000             0.013000000                   NA
## 2208                        NA                      NA                   NA
## 2209                 0.0200000             0.013000000                   NA
## 2210                        NA                      NA                   NA
## 2211                 0.0200000             0.005000000                   NA
## 2212                        NA                      NA                   NA
## 2213                        NA                      NA                   NA
## 2214                 0.1000000             0.003000000                   NA
## 2215                 0.1000000             0.003000000                   NA
## 2216                        NA                      NA                   NA
## 2217                        NA                      NA                   NA
## 2218                        NA                      NA                   NA
## 2219                        NA                      NA                   NA
## 2220                        NA                      NA                   NA
## 2221                 0.0200000             0.010000000                   NA
## 2222                        NA                      NA                   NA
## 2223                 0.0200000             0.013000000                   NA
## 2224                        NA                      NA                   NA
## 2225                 0.0200000             0.005000000                   NA
## 2226                        NA                      NA                   NA
## 2227                 0.0200000             0.013000000                   NA
## 2228                        NA                      NA                   NA
## 2229                        NA                      NA                   NA
## 2230                        NA                      NA                   NA
## 2231                        NA                      NA                   NA
## 2232                 0.1333333             0.003250000                   NA
## 2233                 0.0200000             0.013000000                   NA
## 2234                        NA                      NA                   NA
## 2235                        NA                      NA                   NA
## 2236                 0.0200000             0.005000000                   NA
## 2237                 0.0200000             0.005000000                   NA
## 2238                        NA                      NA                   NA
## 2239                        NA                      NA                   NA
## 2240                        NA                      NA                   NA
## 2241                 0.0200000             0.005000000                   NA
## 2242                        NA                      NA                   NA
## 2243                        NA                      NA                   NA
## 2244                        NA                      NA                   NA
## 2245                        NA                      NA                   NA
## 2246                        NA                      NA                   NA
## 2247                 0.0200000             0.010000000                   NA
## 2248                        NA             0.220000000                   NA
## 2249                 0.1000000             0.003000000                   NA
## 2250                        NA                      NA                   NA
## 2251                        NA                      NA                   NA
## 2252                 0.0200000             0.013000000                   NA
## 2253                 0.1000000             0.010000000                   NA
## 2254                        NA                      NA                   NA
## 2255                        NA                      NA                   NA
## 2256                        NA                      NA                   NA
## 2257                 0.0200000             0.006505000                   NA
## 2258                        NA                      NA                   NA
## 2259                        NA                      NA                   NA
## 2260                        NA                      NA                   NA
## 2261                        NA                      NA                   NA
## 2262                        NA                      NA                   NA
## 2263                        NA                      NA                   NA
## 2264                        NA                      NA                   NA
## 2265                 0.0200000             0.013000000                   NA
## 2266                        NA                      NA                   NA
## 2267                        NA                      NA                   NA
## 2268                 0.1000000             0.003000000                   NA
## 2269                        NA                      NA                   NA
## 2270                        NA                      NA                   NA
## 2271                        NA                      NA                   NA
## 2272                        NA                      NA                   NA
## 2273                        NA                      NA                   NA
## 2274                        NA                      NA                   NA
## 2275                        NA                      NA                   NA
## 2276                        NA                      NA                   NA
## 2277                        NA                      NA                   NA
## 2278                        NA                      NA                   NA
## 2279                        NA                      NA                   NA
## 2280                        NA                      NA                   NA
## 2281                        NA                      NA                   NA
## 2282                        NA                      NA                   NA
## 2283                        NA                      NA                   NA
## 2284                        NA                      NA                   NA
## 2285                        NA                      NA                   NA
## 2286                        NA                      NA                   NA
## 2287                        NA                      NA                   NA
## 2288                        NA                      NA                   NA
## 2289                        NA                      NA                   NA
## 2290                        NA                      NA                   NA
## 2291                        NA                      NA                   NA
## 2292                        NA                      NA                   NA
## 2293                        NA                      NA                   NA
## 2294                        NA                      NA                   NA
## 2295                        NA                      NA                   NA
## 2296                        NA                      NA                   NA
## 2297                        NA                      NA                   NA
## 2298                        NA                      NA                   NA
## 2299                        NA                      NA                   NA
## 2300                        NA                      NA                   NA
## 2301                        NA                      NA                   NA
## 2302                        NA                      NA                   NA
## 2303                        NA                      NA                   NA
## 2304                        NA                      NA                   NA
## 2305                        NA                      NA                   NA
## 2306                        NA                      NA                   NA
## 2307                        NA                      NA                   NA
## 2308                        NA                      NA                   NA
## 2309                        NA                      NA                   NA
## 2310                        NA                      NA                   NA
## 2311                        NA                      NA                   NA
## 2312                        NA                      NA                   NA
## 2313                        NA                      NA                   NA
## 2314                        NA                      NA                   NA
## 2315                        NA                      NA                   NA
## 2316                        NA                      NA                   NA
## 2317                        NA                      NA                   NA
## 2318                        NA                      NA                   NA
## 2319                        NA                      NA                   NA
##       flow_mean temp_mean      dates SITE_ID
## 1    89.1960970 13.067317 1992-09-01   47046
## 2    89.1960970  7.497844 2012-04-03   47046
## 3    89.1960970 14.564821 2016-11-03   47046
## 4    89.1960970  6.823230 1991-03-04   47046
## 5    89.1960970  6.637845 2013-03-04   47046
## 6    89.1960970  6.130656 2006-04-04   47046
## 7    89.1960970 12.743678 1991-09-04   47046
## 8    89.1960970 10.134330 1998-02-05   47046
## 9    89.1960970 12.864843 1994-09-05   47046
## 10   89.1960970 13.302398 1995-09-06   47046
## 11   89.1960970 12.625510 1986-10-06   47046
## 12   89.1960970  5.499816 2011-04-07   47046
## 13   89.1960970 13.940344 2013-10-07   47046
## 14   89.1960970 14.731059 1989-11-07   47046
## 15   89.1960970 12.019831 1987-09-08   47046
## 16   89.1960970 12.508915 1993-09-08   47046
## 17   89.1960970  6.237584 1994-03-09   47046
## 18   89.1960970  6.811000 2015-04-09   47046
## 19   89.1960970  6.786647 2002-05-09   47046
## 20   89.1960970 13.508399 1996-10-09   47046
## 21   89.1960970 13.514933 1998-10-09   47046
## 22   89.1960970 14.096341 2002-10-09   47046
## 23   89.1960970 14.204348 2005-10-10   47046
## 24   89.1960970  5.102146 1996-04-11   47046
## 25   89.1960970  5.602527 2001-05-11   47046
## 26   89.1960970  6.716104 2005-05-11   47046
## 27   89.1960970  5.232540 2010-05-11   47046
## 28   89.1960970  6.495616 1991-06-11   47046
## 29   89.1960970 14.405682 2011-10-11   47046
## 30   89.1960970 12.589858 2012-09-13   47046
## 31   89.1960970  8.201274 1990-03-14   47046
## 32   89.1960970  9.066972 1988-07-15   47046
## 33   89.1960970 14.285134 1997-10-16   47046
## 34   89.1960970 13.802300 1990-09-17   47046
## 35   89.1960970 14.319897 2017-11-17   47046
## 36   89.1960970  6.234567 2009-03-19   47046
## 37   89.1960970 12.304003 1985-09-19   47046
## 38   89.1960970 13.096755 2008-09-19   47046
## 39   89.1960970  7.430820 2000-03-20   47046
## 40   89.1960970  6.051079 1985-06-20   47046
## 41   89.1960970  8.607636 1989-02-21   47046
## 42   89.1960970  7.133346 1999-05-21   47046
## 43   89.1960970 14.117418 2010-10-21   47046
## 44   89.1960970        NA 2018-11-21   47046
## 45   89.1960970  5.607855 2011-03-22   47046
## 46   89.1960970  6.358958 2008-04-22   47046
## 47   89.1960970  6.880035 2003-05-22   47046
## 48   89.1960970 12.341594 1989-08-22   47046
## 49   89.1960970  7.205592 1995-03-23   47046
## 50   89.1960970  8.008376 2016-03-23   47046
## 51   89.1960970  5.258799 1987-04-23   47046
## 52   89.1960970  4.708796 2018-05-23   47046
## 53   89.1960970  6.000534 1986-06-23   47046
## 54   89.1960970  8.711817 1992-06-23   47046
## 55   89.1960970  7.583683 2017-05-25   47046
## 56   89.1960970  9.214149 1990-06-25   47046
## 57   89.1960970  7.958334 1988-02-26   47046
## 58   89.1960970  7.915004 1992-02-26   47046
## 59   89.1960970 13.362144 2015-10-26   47046
## 60   89.1960970  9.154951 1997-01-27   47046
## 61   89.1960970  5.541530 1985-03-27   47046
## 62   89.1960970 14.289105 2009-10-27   47046
## 63   89.1960970  5.131517 1986-03-28   47046
## 64   89.1960970  6.001474 1993-03-29   47046
## 65   89.1960970 14.684972 2003-09-29   47046
## 66   89.1960970 12.431713 1988-11-29   47046
## 67   89.1960970  5.532594 2011-03-31   47046
## 68   89.1960970 15.577226 2006-10-31   47046
## 69   89.1960970 14.596238 2014-10-31   47046
## 70    1.3464554 12.193162 1986-10-01   47078
## 71    1.3464554  6.807670 1995-05-02   47078
## 72    1.3464554  6.869494 1995-06-02   47078
## 73    1.3464554  5.688802 1993-04-03   47078
## 74    1.3464554  8.226097 1998-03-04   47078
## 75    1.3464554  7.238451 1995-04-04   47078
## 76    1.3464554  6.358787 1999-05-04   47078
## 77    1.3464554 12.179749 1985-12-04   47078
## 78    1.3464554 12.598207 1995-01-05   47078
## 79    1.3464554 13.517608 1994-12-05   47078
## 80    1.3464554  5.997962 1986-03-06   47078
## 81    1.3464554 14.768682 1995-11-06   47078
## 82    1.3464554 14.048336 2013-11-06   47078
## 83    1.3464554 10.432570 1995-02-07   47078
## 84    1.3464554  8.559216 1995-03-07   47078
## 85    1.3464554  6.374644 2008-05-07   47078
## 86    1.3464554 12.583186 1998-09-07   47078
## 87    1.3464554  8.141734 1998-03-08   47078
## 88    1.3464554 13.711938 1994-11-08   47078
## 89    1.3464554  8.918447 1999-02-09   47078
## 90    1.3464554  6.517183 2000-04-10   47078
## 91    1.3464554 14.018561 1990-10-10   47078
## 92    1.3464554 12.155814 1986-12-10   47078
## 93    1.3464554 11.497709 2001-01-11   47078
## 94    1.3464554  8.009520 1991-07-11   47078
## 95    1.3464554 13.580887 1995-09-11   47078
## 96    1.3464554 14.136196 1995-10-11   47078
## 97    1.3464554  8.042454 1998-03-12   47078
## 98    1.3464554  5.360071 1996-04-12   47078
## 99    1.3464554  6.614726 2005-04-12   47078
## 100   1.3464554  4.145248 1986-05-12   47078
## 101   1.3464554  6.923632 1998-05-12   47078
## 102   1.3464554  7.066163 1995-06-13   47078
## 103   1.3464554 10.102865 1987-08-13   47078
## 104   1.3464554 11.932648 1997-08-13   47078
## 105   1.3464554 13.257809 1989-09-13   47078
## 106   1.3464554 13.120041 2002-09-13   47078
## 107   1.3464554  4.687981 1996-05-14   47078
## 108   1.3464554 14.156697 1992-10-14   47078
## 109   1.3464554  5.922699 1988-04-15   47078
## 110   1.3464554  5.684554 1991-04-15   47078
## 111   1.3464554 14.557562 1989-11-15   47078
## 112   1.3464554  9.767309 1996-02-16   47078
## 113   1.3464554  6.328163 1999-04-16   47078
## 114   1.3464554  6.241593 2003-04-16   47078
## 115   1.3464554  4.957810 2013-05-16   47078
## 116   1.3464554 12.280081 1996-01-17   47078
## 117   1.3464554  5.719111 1985-06-17   47078
## 118   1.3464554  5.267959 1996-06-17   47078
## 119   1.3464554 12.115693 1999-08-17   47078
## 120   1.3464554 11.952419 1996-12-17   47078
## 121   1.3464554  5.206715 1994-04-18   47078
## 122   1.3464554 13.654705 1994-11-18   47078
## 123   1.3464554  7.107314 1996-03-19   47078
## 124   1.3464554  6.951334 1995-04-19   47078
## 125   1.3464554  6.780258 1995-05-19   47078
## 126   1.3464554  7.187669 1998-04-20   47078
## 127   1.3464554  7.483269 2014-05-20   47078
## 128   1.3464554  7.547702 2000-06-20   47078
## 129   1.3464554  9.808141 1993-07-20   47078
## 130   1.3464554 13.007866 1998-11-20   47078
## 131   1.3464554 13.817157 1995-12-20   47078
## 132   1.3464554  9.434619 1995-02-21   47078
## 133   1.3464554 13.255087 2008-11-21   47078
## 134   1.3464554 13.230641 1994-12-21   47078
## 135   1.3464554  8.026230 1988-02-22   47078
## 136   1.3464554  7.836018 1995-03-22   47078
## 137   1.3464554  7.055341 1989-05-22   47078
## 138   1.3464554  6.627760 2012-05-22   47078
## 139   1.3464554 11.102797 2000-08-22   47078
## 140   1.3464554 12.558666 1988-11-22   47078
## 141   1.3464554 12.104927 2000-12-22   47078
## 142   1.3464554  5.133168 1996-04-23   47078
## 143   1.3464554 13.592354 2000-10-23   47078
## 144   1.3464554 11.574401 1995-01-24   47078
## 145   1.3464554  6.742212 2002-04-24   47078
## 146   1.3464554  6.784653 1999-05-24   47078
## 147   1.3464554 13.791917 2014-09-24   47078
## 148   1.3464554 13.813879 1994-10-24   47078
## 149   1.3464554  7.114075 1985-02-25   47078
## 150   1.3464554  6.293584 1992-03-25   47078
## 151   1.3464554  9.300167 1995-07-25   47078
## 152   1.3464554 14.603178 1995-10-25   47078
## 153   1.3464554 13.767992 1997-11-25   47078
## 154   1.3464554 13.642127 1999-11-25   47078
## 155   1.3464554 10.097532 2000-01-26   47078
## 156   1.3464554  7.891046 1998-03-26   47078
## 157   1.3464554 10.047689 1994-07-26   47078
## 158   1.3464554 12.642313 1987-11-26   47078
## 159   1.3464554 12.875825 1993-10-27   47078
## 160   1.3464554  7.722097 1996-02-28   47078
## 161   1.3464554  7.107570 1998-04-28   47078
## 162   1.3464554 13.807156 1990-09-28   47078
## 163   1.3464554 13.902653 1995-09-28   47078
## 164   1.3464554 13.747459 2005-09-28   47078
## 165   1.3464554 13.733495 1991-10-28   47078
## 166   1.3464554  6.233358 2001-05-29   47078
## 167   1.3464554  7.573542 1995-06-29   47078
## 168   1.3464554 12.953400 1998-09-29   47078
## 169   1.3464554 13.309992 2000-09-29   47078
## 170   1.3464554 14.678620 1995-11-29   47078
## 171   1.3464554  5.212943 1987-04-30   47078
## 172   1.3464554  7.073730 1998-04-30   47078
## 173   1.3464554 14.110236 1999-09-30   47078
## 174   1.3464554  7.793126 1998-03-31   47078
## 175   1.3464554  6.969027 2000-05-31   47078
## 176   1.3464554 10.458418 2000-07-31   47078
## 177   1.4082478 13.889996 2001-11-01   47138
## 178   1.4082478  4.268993 2013-05-02   47138
## 179   1.4082478  5.277988 2009-04-03   47138
## 180   1.4082478 13.524884 2011-10-03   47138
## 181   1.4082478 12.492970 1991-12-03   47138
## 182   1.4082478  5.975603 1987-03-04   47138
## 183   1.4082478  6.517166 2017-04-04   47138
## 184   1.4082478 13.313321 2005-10-04   47138
## 185   1.4082478  4.717120 1986-06-05   47138
## 186   1.4082478 13.841129 2003-11-05   47138
## 187   1.4082478 13.597290 2004-11-05   47138
## 188   1.4082478 12.688597 1995-09-06   47138
## 189   1.4082478  9.599333 1993-01-07   47138
## 190   1.4082478 13.237070 2013-10-07   47138
## 191   1.4082478  7.185121 2007-05-08   47138
## 192   1.4082478  5.831162 2015-05-08   47138
## 193   1.4082478  6.485536 1987-07-08   47138
## 194   1.4082478 10.046354 1991-08-08   47138
## 195   1.4082478 13.583987 2014-10-08   47138
## 196   1.4082478 13.785021 2017-11-08   47138
## 197   1.4082478 10.131684 1989-01-10   47138
## 198   1.4082478  4.315384 1985-05-10   47138
## 199   1.4082478 11.057637 1985-09-10   47138
## 200   1.4082478  6.043803 2008-04-11   47138
## 201   1.4082478  4.950156 1987-05-11   47138
## 202   1.4082478  5.684071 1992-05-11   47138
## 203   1.4082478  6.157004 2004-05-11   47138
## 204   1.4082478  6.159373 1997-03-12   47138
## 205   1.4082478  6.293895 2005-04-12   47138
## 206   1.4082478  4.938523 1991-05-13   47138
## 207   1.4082478 12.138424 2000-09-13   47138
## 208   1.4082478  4.691975 2011-04-14   47138
## 209   1.4082478 12.903483 1996-10-14   47138
## 210   1.4082478  6.636885 2014-04-15   47138
## 211   1.4082478 11.726565 1990-08-15   47138
## 212   1.4082478 13.481020 2009-10-15   47138
## 213   1.4082478 12.295352 1988-11-15   47138
## 214   1.4082478  5.066844 2006-05-16   47138
## 215   1.4082478 12.526717 2015-10-16   47138
## 216   1.4082478        NA 2018-11-16   47138
## 217   1.4082478  6.182913 1989-04-17   47138
## 218   1.4082478  6.405208 2018-04-17   47138
## 219   1.4082478  5.968040 1988-05-17   47138
## 220   1.4082478  6.837101 1990-05-17   47138
## 221   1.4082478 11.319027 1987-09-17   47138
## 222   1.4082478 13.086066 1999-09-17   47138
## 223   1.4082478  6.351983 2002-04-18   47138
## 224   1.4082478  6.669453 2016-05-18   47138
## 225   1.4082478  5.440745 1994-05-19   47138
## 226   1.4082478  4.976360 1986-06-19   47138
## 227   1.4082478  9.773882 1986-08-19   47138
## 228   1.4082478 12.800709 2002-09-19   47138
## 229   1.4082478 12.082613 2012-09-19   47138
## 230   1.4082478 12.164218 1987-11-19   47138
## 231   1.4082478  7.199803 1998-03-20   47138
## 232   1.4082478 12.728235 2007-09-20   47138
## 233   1.4082478  5.394647 1993-04-22   47138
## 234   1.4082478  6.209362 2012-05-22   47138
## 235   1.4082478  8.099804 1989-06-22   47138
## 236   1.4082478  7.899521 1989-02-23   47138
## 237   1.4082478  9.861669 1997-07-23   47138
## 238   1.4082478 11.538990 1994-08-23   47138
## 239   1.4082478 12.891718 2010-09-23   47138
## 240   1.4082478 13.959477 1989-10-23   47138
## 241   1.4082478  6.503353 2000-05-24   47138
## 242   1.4082478 11.415960 1993-11-24   47138
## 243   1.4082478 12.234795 1998-11-24   47138
## 244   1.4082478 14.247936 2006-11-24   47138
## 245   1.4082478  6.069852 1987-06-25   47138
## 246   1.4082478  9.636672 1987-08-25   47138
## 247   1.4082478 13.154725 1997-09-25   47138
## 248   1.4082478 12.710572 2008-09-25   47138
## 249   1.4082478 12.115775 1987-11-25   47138
## 250   1.4082478  6.251256 1995-04-26   47138
## 251   1.4082478 11.562194 1985-09-26   47138
## 252   1.4082478 13.763900 2016-10-27   47138
## 253   1.4082478  5.114618 1996-03-28   47138
## 254   1.4082478  7.197688 1987-07-28   47138
## 255   1.4082478 13.129085 1990-11-28   47138
## 256   1.4082478  4.640625 2010-04-29   47138
## 257   1.4082478 10.502247 1992-07-29   47138
## 258   1.4082478  6.012799 2003-04-30   47138
## 259   1.4082478 11.391946 1993-08-31   47138
## 260   3.6022840  3.732792 1985-05-01   47157
## 261   3.6022840 10.987745 1987-12-02   47157
## 262   3.6022840 11.585227 2004-09-03   47157
## 263   3.6022840  5.441706 1991-03-04   47157
## 264   3.6022840 12.586727 2005-10-04   47157
## 265   3.6022840 11.592361 1989-09-06   47157
## 266   3.6022840 12.711765 1999-10-06   47157
## 267   3.6022840  6.631635 1995-03-08   47157
## 268   3.6022840 12.791634 1990-10-08   47157
## 269   3.6022840  4.466029 1994-05-09   47157
## 270   3.6022840  8.473348 1986-08-12   47157
## 271   3.6022840  7.483653 1992-02-13   47157
## 272   3.6022840  6.470364 2000-03-13   47157
## 273   3.6022840 12.364810 1995-09-13   47157
## 274   3.6022840 11.801720 2002-09-13   47157
## 275   3.6022840 12.358763 1991-10-13   47157
## 276   3.6022840  4.552867 1993-04-14   47157
## 277   3.6022840 12.529300 2008-10-14   47157
## 278   3.6022840 12.821586 1983-11-14   47157
## 279   3.6022840  8.455876 1993-07-15   47157
## 280   3.6022840  5.920509 1999-03-16   47157
## 281   3.6022840  5.619360 2008-05-16   47157
## 282   3.6022840  5.537852 2012-05-16   47157
## 283   3.6022840  4.749014 1987-03-17   47157
## 284   3.6022840  5.800137 2004-03-17   47157
## 285   3.6022840  5.225807 2003-04-17   47157
## 286   3.6022840  6.588507 1997-06-17   47157
## 287   3.6022840  7.420223 1991-07-17   47157
## 288   3.6022840 12.595339 2000-10-18   47157
## 289   3.6022840 11.850653 1998-11-18   47157
## 290   3.6022840  7.665246 1990-06-19   47157
## 291   3.6022840  6.717886 1990-03-20   47157
## 292   3.6022840  6.331436 2007-04-20   47157
## 293   3.6022840  3.625522 1996-05-20   47157
## 294   3.6022840 11.761924 2001-09-20   47157
## 295   3.6022840 12.920697 2006-09-20   47157
## 296   3.6022840 11.399501 2012-09-20   47157
## 297   3.6022840  6.830400 1988-06-21   47157
## 298   3.6022840  5.713115 1998-04-22   47157
## 299   3.6022840 10.669428 1994-08-22   47157
## 300   3.6022840 10.861679 1993-11-22   47157
## 301   3.6022840  5.713400 2002-04-23   47157
## 302   3.6022840 12.199462 1996-10-23   47157
## 303   3.6022840  3.816539 1985-04-24   47157
## 304   3.6022840  7.485066 1992-06-24   47157
## 305   3.6022840 13.141341 2003-09-24   47157
## 306   3.6022840 11.259786 1985-11-25   47157
## 307   3.6022840 11.812351 1987-10-26   47157
## 308   3.6022840  5.548326 2005-04-28   47157
## 309   3.6022840 12.908027 1997-10-28   47157
## 310   3.6022840 12.402764 1992-10-31   47157
## 311  13.7468329  6.832658 1995-05-02   47255
## 312  13.7468329 11.380097 1990-08-02   47255
## 313  13.7468329 10.731880 1997-01-03   47255
## 314  13.7468329 14.343427 1995-10-03   47255
## 315  13.7468329 12.352191 1998-12-04   47255
## 316  13.7468329  6.423347 2004-04-06   47255
## 317  13.7468329  6.720147 2000-04-07   47255
## 318  13.7468329 12.414102 2000-09-07   47255
## 319  13.7468329 13.487258 1994-11-07   47255
## 320  13.7468329 12.942999 2011-09-08   47255
## 321  13.7468329 13.669239 2002-10-08   47255
## 322  13.7468329        NA 2018-10-08   47255
## 323  13.7468329  6.334394 2003-04-09   47255
## 324  13.7468329 12.092794 2015-09-09   47255
## 325  13.7468329  8.836639 1994-07-10   47255
## 326  13.7468329 14.661595 2003-10-10   47255
## 327  13.7468329 12.626693 2001-09-11   47255
## 328  13.7468329  7.962476 1989-06-12   47255
## 329  13.7468329 11.946734 1992-08-13   47255
## 330  13.7468329 13.843298 1997-11-14   47255
## 331  13.7468329  6.412061 1988-05-15   47255
## 332  13.7468329 11.809592 1992-12-16   47255
## 333  13.7468329  6.437532 1993-03-17   47255
## 334  13.7468329 13.184173 2008-11-17   47255
## 335  13.7468329  6.873302 2002-04-18   47255
## 336  13.7468329  5.845755 2001-05-18   47255
## 337  13.7468329  9.099250 1987-01-19   47255
## 338  13.7468329  5.875564 2010-03-19   47255
## 339  13.7468329  5.251219 2011-04-19   47255
## 340  13.7468329 12.549961 1988-09-19   47255
## 341  13.7468329 14.184190 1999-10-19   47255
## 342  13.7468329 12.807760 2001-12-19   47255
## 343  13.7468329  8.414991 2007-03-20   47255
## 344  13.7468329  8.452304 2002-06-20   47255
## 345  13.7468329  5.704614 1994-03-21   47255
## 346  13.7468329  6.300022 2006-03-21   47255
## 347  13.7468329  7.141397 1999-05-21   47255
## 348  13.7468329  7.944289 1993-06-21   47255
## 349  13.7468329 14.239075 2006-09-21   47255
## 350  13.7468329 13.252342 2010-09-21   47255
## 351  13.7468329 13.920453 2009-10-21   47255
## 352  13.7468329  5.052578 2018-05-22   47255
## 353  13.7468329  8.779340 1998-06-22   47255
## 354  13.7468329 12.645815 1987-11-23   47255
## 355  13.7468329 13.016770 2007-11-23   47255
## 356  13.7468329 10.347354 2003-01-24   47255
## 357  13.7468329  7.061584 2005-03-24   47255
## 358  13.7468329  8.368729 1996-07-24   47255
## 359  13.7468329 12.326347 1989-08-24   47255
## 360  13.7468329  6.366816 2008-04-25   47255
## 361  13.7468329  6.592740 1987-06-26   47255
## 362  13.7468329 12.799134 1993-10-26   47255
## 363  13.7468329 12.601324 1987-11-26   47255
## 364  13.7468329 13.677361 1990-11-26   47255
## 365  13.7468329 13.637049 2005-09-27   47255
## 366  13.7468329 13.743366 1989-11-27   47255
## 367  13.7468329 13.648652 1991-10-29   47255
## 368  13.7468329  6.398505 2015-04-30   47255
## 369  13.7468329 13.074305 2012-10-30   47255
## 370  13.7468329  7.895814 1990-05-31   47255
## 371   7.5945957 12.233005 2017-09-01   47310
## 372   7.5945957 11.541075 2010-09-02   47310
## 373   7.5945957 10.788000 1993-12-02   47310
## 374   7.5945957  4.778064 1985-06-03   47310
## 375   7.5945957 10.532802 2011-08-03   47310
## 376   7.5945957  6.269273 1997-06-04   47310
## 377   7.5945957 11.992379 1989-09-04   47310
## 378   7.5945957        NA 2018-10-05   47310
## 379   7.5945957 11.784822 1994-09-06   47310
## 380   7.5945957 11.096005 2013-09-06   47310
## 381   7.5945957  5.300905 2006-04-07   47310
## 382   7.5945957  4.365468 2013-05-07   47310
## 383   7.5945957 11.235404 1987-12-07   47310
## 384   7.5945957  7.196990 1995-03-08   47310
## 385   7.5945957  4.728994 1991-05-08   47310
## 386   7.5945957 12.267892 1985-10-08   47310
## 387   7.5945957 12.559674 1998-10-08   47310
## 388   7.5945957 13.151786 2009-10-08   47310
## 389   7.5945957  5.154500 2009-04-09   47310
## 390   7.5945957 13.114626 2011-11-09   47310
## 391   7.5945957 10.215924 1993-08-10   47310
## 392   7.5945957  5.633428 1993-05-11   47310
## 393   7.5945957 12.790456 1995-09-11   47310
## 394   7.5945957 12.137245 2002-09-11   47310
## 395   7.5945957  5.554135 1985-03-12   47310
## 396   7.5945957  4.550925 1994-04-12   47310
## 397   7.5945957  6.561457 2016-05-12   47310
## 398   7.5945957  8.242747 1988-07-12   47310
## 399   7.5945957  9.077544 1993-01-13   47310
## 400   7.5945957  3.645478 1986-05-13   47310
## 401   7.5945957  6.603424 2014-05-13   47310
## 402   7.5945957  5.286315 1991-06-13   47310
## 403   7.5945957  9.232282 1985-08-13   47310
## 404   7.5945957 13.379189 2004-10-13   47310
## 405   7.5945957 14.362905 2006-10-13   47310
## 406   7.5945957 13.338368 2005-10-14   47310
## 407   7.5945957 12.399665 2001-12-14   47310
## 408   7.5945957  9.169054 1992-07-15   47310
## 409   7.5945957  6.315688 2002-04-16   47310
## 410   7.5945957  5.723202 2003-04-16   47310
## 411   7.5945957  5.507962 1996-03-18   47310
## 412   7.5945957  6.220040 2000-05-18   47310
## 413   7.5945957  7.429159 2012-03-19   47310
## 414   7.5945957 13.427061 2003-09-19   47310
## 415   7.5945957 12.177272 2008-09-19   47310
## 416   7.5945957 11.048048 1985-12-19   47310
## 417   7.5945957  7.215916 1990-03-20   47310
## 418   7.5945957  6.856245 2007-04-20   47310
## 419   7.5945957  6.852481 1998-05-20   47310
## 420   7.5945957  8.213836 1990-06-20   47310
## 421   7.5945957 13.424523 2016-10-20   47310
## 422   7.5945957  6.565592 2005-03-21   47310
## 423   7.5945957  4.754749 2011-03-22   47310
## 424   7.5945957  6.713715 2017-05-22   47310
## 425   7.5945957 12.182957 2000-09-22   47310
## 426   7.5945957 12.043153 1986-10-22   47310
## 427   7.5945957  4.164071 2018-05-23   47310
## 428   7.5945957 11.838057 2015-09-23   47310
## 429   7.5945957 12.993226 2014-09-24   47310
## 430   7.5945957  5.974085 2004-03-25   47310
## 431   7.5945957  5.745456 2008-04-25   47310
## 432   7.5945957  6.722314 1999-05-26   47310
## 433   7.5945957 12.859924 1990-09-26   47310
## 434   7.5945957 12.346340 1991-11-26   47310
## 435   7.5945957  4.686376 1987-04-27   47310
## 436   7.5945957  4.492761 2010-04-27   47310
## 437   7.5945957  5.845986 2015-04-27   47310
## 438   7.5945957 12.760275 2007-09-27   47310
## 439   7.5945957 12.373424 1996-11-27   47310
## 440   7.5945957 11.168867 2012-08-30   47310
## 441   7.5945957 13.258686 1997-10-31   47310
## 442          NA  9.348971 1992-07-01   47348
## 443          NA 14.144696 2011-11-01   47348
## 444          NA        NA 2018-11-01   47348
## 445          NA  7.466824 2008-04-02   47348
## 446          NA 13.942220 2010-11-03   47348
## 447          NA  7.852639 1991-07-04   47348
## 448          NA 14.388574 2003-11-04   47348
## 449          NA 14.212827 2016-10-06   47348
## 450          NA  5.947534 2010-04-07   47348
## 451          NA  7.545775 1998-05-07   47348
## 452          NA 13.079322 2009-09-08   47348
## 453          NA 13.274888 2012-11-08   47348
## 454          NA 15.115551 2006-10-09   47348
## 455          NA 13.946650 2013-10-09   47348
## 456          NA 13.407589 1997-12-09   47348
## 457          NA  6.896673 2009-03-10   47348
## 458          NA 12.681795 1996-12-10   47348
## 459          NA  7.734363 1995-04-11   47348
## 460          NA  8.375243 2015-03-12   47348
## 461          NA  7.681753 1990-04-12   47348
## 462          NA  7.451043 2017-04-12   47348
## 463          NA  9.370010 1993-07-12   47348
## 464          NA  8.170457 2000-03-13   47348
## 465          NA  7.954227 2016-05-13   47348
## 466          NA  5.894591 1994-04-14   47348
## 467          NA 13.923093 2008-10-14   47348
## 468          NA 14.834197 1989-11-14   47348
## 469          NA 14.980967 1995-11-14   47348
## 470          NA  6.122049 1991-04-15   47348
## 471          NA 13.613099 2000-11-15   47348
## 472          NA 14.383291 2017-10-16   47348
## 473          NA  6.225798 2018-05-17   47348
## 474          NA 12.654280 2015-09-17   47348
## 475          NA 10.684191 1990-07-18   47348
## 476          NA  6.035789 2006-04-19   47348
## 477          NA  5.777300 2011-04-19   47348
## 478          NA  7.626284 2012-04-19   47348
## 479          NA 13.500742 1991-11-20   47348
## 480          NA 12.484026 1989-08-21   47348
## 481          NA 13.709795 1994-11-21   47348
## 482          NA  5.458895 2013-04-22   47348
## 483          NA 14.083440 1998-10-22   47348
## 484          NA 12.419559 1993-11-22   47348
## 485          NA  8.020054 1993-02-23   47348
## 486          NA  6.396790 1992-04-23   47348
## 487          NA 14.766135 1990-10-23   47348
## 488          NA  6.266223 1997-04-24   47348
## 489          NA  7.611121 2014-04-24   47348
## 490          NA  8.178980 2002-03-27   47348
## 491          NA 14.627163 2014-10-27   47348
## 492          NA  8.916496 1993-06-28   47348
## 493          NA  7.195798 2003-04-29   47348
## 494  13.7468329  6.416548 1985-07-01   48226
## 495  13.7468329 13.435854 1994-11-02   48226
## 496  13.7468329  5.820705 1991-04-03   48226
## 497  13.7468329  7.292072 2014-04-03   48226
## 498  13.7468329  4.942291 1996-06-03   48226
## 499  13.7468329  5.368128 2011-05-05   48226
## 500  13.7468329 11.608122 1990-08-07   48226
## 501  13.7468329 11.727215 1987-09-07   48226
## 502  13.7468329 13.316638 2001-12-07   48226
## 503  13.7468329  8.805982 1988-02-08   48226
## 504  13.7468329  6.078100 1994-03-08   48226
## 505  13.7468329 12.563367 1982-09-08   48226
## 506  13.7468329  9.259898 1992-07-09   48226
## 507  13.7468329 13.062488 2014-09-09   48226
## 508  13.7468329  7.194034 1997-06-10   48226
## 509  13.7468329 13.049360 1993-10-11   48226
## 510  13.7468329  7.224744 2003-03-12   48226
## 511  13.7468329 13.094485 2011-09-12   48226
## 512  13.7468329  6.211837 1988-05-13   48226
## 513  13.7468329 14.561078 1995-11-13   48226
## 514  13.7468329 12.806083 2012-11-14   48226
## 515  13.7468329  6.448381 2006-03-16   48226
## 516  13.7468329  7.190786 1990-05-16   48226
## 517  13.7468329  6.793738 1995-05-16   48226
## 518  13.7468329  8.115385 1999-06-16   48226
## 519  13.7468329 12.120590 1996-09-16   48226
## 520  13.7468329  5.714748 1987-03-17   48226
## 521  13.7468329  6.335454 1993-05-17   48226
## 522  13.7468329  7.677813 1985-02-18   48226
## 523  13.7468329  9.096868 1988-07-18   48226
## 524  13.7468329 12.686074 1985-11-18   48226
## 525  13.7468329  7.245145 2000-03-20   48226
## 526  13.7468329  5.135105 2010-04-20   48226
## 527  13.7468329  7.251804 1994-06-20   48226
## 528  13.7468329 11.062221 1998-01-21   48226
## 529  13.7468329 14.166963 2006-09-21   48226
## 530  13.7468329 14.501797 2003-10-21   48226
## 531  13.7468329 12.438251 1988-11-21   48226
## 532  13.7468329 13.826476 1990-11-21   48226
## 533  13.7468329  7.419355 1993-02-22   48226
## 534  13.7468329 13.788097 1992-10-22   48226
## 535  13.7468329 13.342290 2010-11-22   48226
## 536  13.7468329 12.037962 2000-12-22   48226
## 537  13.7468329  7.122611 1989-05-23   48226
## 538  13.7468329  6.758852 2012-05-24   48226
## 539  13.7468329  7.556440 1998-05-26   48226
## 540  13.7468329  6.173588 2009-05-27   48226
## 541  13.7468329  3.754876 1986-04-28   48226
## 542  13.7468329 13.539778 1991-10-28   48226
## 543  13.7468329 11.842344 1986-09-29   48226
## 544  13.7468329  6.098509 1992-03-30   48226
## 545  13.7468329 14.687417 1989-10-30   48226
## 546  13.7468329 12.518147 1998-11-30   48226
## 547   1.4082478  8.254729 1997-07-01   48583
## 548   1.4082478 13.355378 2002-10-02   48583
## 549   1.4082478  7.061991 2002-04-03   48583
## 550   1.4082478  4.910201 1986-06-03   48583
## 551   1.4082478 10.891230 1986-09-03   48583
## 552   1.4082478 13.044466 1994-10-03   48583
## 553   1.4082478  7.608513 1985-03-05   48583
## 554   1.4082478  7.957585 1990-03-06   48583
## 555   1.4082478  7.357904 1995-03-08   48583
## 556   1.4082478  5.208406 2018-05-08   48583
## 557   1.4082478  5.942245 2003-04-09   48583
## 558   1.4082478 10.309467 1989-01-10   48583
## 559   1.4082478  6.119909 1991-03-11   48583
## 560   1.4082478  6.055352 1991-06-11   48583
## 561   1.4082478 11.969352 1996-12-11   48583
## 562   1.4082478 14.204489 1995-10-12   48583
## 563   1.4082478 13.062895 1998-11-12   48583
## 564   1.4082478  5.343539 1985-06-13   48583
## 565   1.4082478  8.263952 1990-06-14   48583
## 566   1.4082478 13.753729 1997-10-15   48583
## 567   1.4082478        NA 2018-11-16   48583
## 568   1.4082478  7.437960 1993-02-17   48583
## 569   1.4082478  7.463082 1998-03-17   48583
## 570   1.4082478  4.511513 1996-04-17   48583
## 571   1.4082478 12.103851 2015-09-17   48583
## 572   1.4082478 12.706184 1991-09-18   48583
## 573   1.4082478  7.901620 1992-02-19   48583
## 574   1.4082478 13.810970 2004-10-19   48583
## 575   1.4082478 12.410213 1985-11-19   48583
## 576   1.4082478  9.709014 1989-07-20   48583
## 577   1.4082478  9.884210 1992-07-20   48583
## 578   1.4082478  7.599195 1993-06-21   48583
## 579   1.4082478 13.110896 1992-09-21   48583
## 580   1.4082478  6.388817 1994-02-22   48583
## 581   1.4082478 12.361023 1993-09-23   48583
## 582   1.4082478  7.164574 2007-04-24   48583
## 583   1.4082478  6.664315 2000-05-24   48583
## 584   1.4082478  6.507433 1986-02-25   48583
## 585   1.4082478 13.290676 1990-09-25   48583
## 586   1.4082478 13.304049 2007-10-25   48583
## 587   1.4082478        NA 2019-03-27   48583
## 588   1.4082478 13.937464 1999-10-27   48583
## 589   1.4082478  6.195203 2004-03-29   48583
## 590   1.4082478  7.669986 1994-06-29   48583
## 591   1.4082478  9.073834 1985-01-30   48583
## 592   1.4082478  4.528146 1985-04-30   48583
## 593   1.4082478  7.987558 1988-06-30   48583
## 594   1.4082478 12.636435 2000-11-30   48583
## 595   1.4082478 13.327974 2001-11-30   48583
## 596   1.4082478  6.554401 2015-03-31   48583
## 597   1.4082478  6.748205 2012-05-31   48583
## 598   1.3464554  6.890905 1990-05-01   48601
## 599   1.3464554 12.221032 1986-10-01   48601
## 600   1.3464554  5.733114 1993-04-03   48601
## 601   1.3464554 12.210972 1985-12-04   48601
## 602   1.3464554  6.038667 1986-03-06   48601
## 603   1.3464554 11.787496 1990-08-07   48601
## 604   1.3464554 13.873670 2010-10-07   48601
## 605   1.3464554  9.853187 1996-08-08   48601
## 606   1.3464554 13.637813 1994-11-08   48601
## 607   1.3464554  6.930607 1995-04-09   48601
## 608   1.3464554  6.562498 2000-04-10   48601
## 609   1.3464554 14.048410 1990-10-10   48601
## 610   1.3464554 12.185791 1986-12-10   48601
## 611   1.3464554  8.049671 1991-07-11   48601
## 612   1.3464554  4.185983 1986-05-12   48601
## 613   1.3464554  7.205466 1998-05-12   48601
## 614   1.3464554  5.092084 2010-05-12   48601
## 615   1.3464554 10.139300 1987-08-13   48601
## 616   1.3464554 11.966765 1997-08-13   48601
## 617   1.3464554 13.286268 1989-09-13   48601
## 618   1.3464554 14.185419 1992-10-14   48601
## 619   1.3464554  5.722556 1991-04-15   48601
## 620   1.3464554 14.585119 1989-11-15   48601
## 621   1.3464554  6.286919 2003-04-16   48601
## 622   1.3464554  5.762814 1985-06-17   48601
## 623   1.3464554 10.324675 1987-08-17   48601
## 624   1.3464554 11.987622 1996-12-17   48601
## 625   1.3464554  6.005441 1988-04-18   48601
## 626   1.3464554  5.246310 1994-04-18   48601
## 627   1.3464554  7.451781 2014-05-19   48601
## 628   1.3464554 15.407508 2006-10-19   48601
## 629   1.3464554 13.107665 1998-11-19   48601
## 630   1.3464554  6.835160 2004-05-20   48601
## 631   1.3464554  9.847765 1993-07-20   48601
## 632   1.3464554  6.264577 2006-03-21   48601
## 633   1.3464554  8.062428 1988-02-22   48601
## 634   1.3464554  7.098852 1989-05-22   48601
## 635   1.3464554  6.046239 2009-05-22   48601
## 636   1.3464554  6.674457 2012-05-22   48601
## 637   1.3464554 14.104199 2009-10-22   48601
## 638   1.3464554 12.589672 1988-11-22   48601
## 639   1.3464554  6.432837 1992-03-23   48601
## 640   1.3464554 13.907456 2000-10-23   48601
## 641   1.3464554  6.786910 2002-04-24   48601
## 642   1.3464554 13.823562 2014-09-24   48601
## 643   1.3464554  7.153895 1985-02-25   48601
## 644   1.3464554 13.799952 1997-11-25   48601
## 645   1.3464554 10.079495 1994-07-26   48601
## 646   1.3464554 15.015654 1995-10-26   48601
## 647   1.3464554 12.672388 1987-11-26   48601
## 648   1.3464554 12.905224 1993-10-27   48601
## 649   1.3464554 12.787899 2004-12-27   48601
## 650   1.3464554 13.837155 1990-09-28   48601
## 651   1.3464554 13.764813 1991-10-28   48601
## 652   1.3464554 13.553811 1999-11-29   48601
## 653   1.3464554 13.734309 2001-11-29   48601
## 654   1.3464554  5.257915 1987-04-30   48601
## 655   1.3464554 14.528365 2003-10-30   48601
## 656   1.3464554 13.528901 2004-11-30   48601
## 657   0.7113656  4.830426 1996-05-01   49006
## 658   0.7113656 13.501514 2013-10-02   49006
## 659   0.7113656  6.268758 1992-04-03   49006
## 660   0.7113656  8.488613 1993-02-05   49006
## 661   0.7113656 13.538987 1994-11-05   49006
## 662   0.7113656 12.975498 2005-09-06   49006
## 663   0.7113656  5.451952 1987-05-07   49006
## 664   0.7113656  7.101738 2014-05-08   49006
## 665   0.7113656  6.725902 2002-05-09   49006
## 666   0.7113656  5.031521 2013-05-09   49006
## 667   0.7113656  7.297621 1990-04-10   49006
## 668   0.7113656  6.882623 1995-04-10   49006
## 669   0.7113656  6.710941 2005-05-10   49006
## 670   0.7113656 13.624308 1991-10-10   49006
## 671   0.7113656 13.021107 1988-11-10   49006
## 672   0.7113656  7.983686 1989-06-12   49006
## 673   0.7113656  6.740760 2004-05-13   49006
## 674   0.7113656 13.206228 1987-10-14   49006
## 675   0.7113656  5.873923 1991-04-15   49006
## 676   0.7113656  7.544487 2007-04-15   49006
## 677   0.7113656  7.735442 1986-07-15   49006
## 678   0.7113656  9.599867 1993-07-15   49006
## 679   0.7113656 12.882549 1986-10-15   49006
## 680   0.7113656  7.287783 1994-02-16   49006
## 681   0.7113656  9.931543 1992-07-16   49006
## 682   0.7113656 14.278006 1989-10-16   49006
## 683   0.7113656 13.241021 2000-11-16   49006
## 684   0.7113656 14.577641 1995-11-17   49006
## 685   0.7113656 13.961427 2004-11-17   49006
## 686   0.7113656 13.012830 1993-10-18   49006
## 687   0.7113656 11.894309 1996-12-19   49006
## 688   0.7113656  5.107379 1985-05-20   49006
## 689   0.7113656  7.023374 1999-05-20   49006
## 690   0.7113656  5.111859 1985-05-21   49006
## 691   0.7113656  9.681668 1994-07-21   49006
## 692   0.7113656  6.289897 1993-03-22   49006
## 693   0.7113656 13.257096 1985-10-23   49006
## 694   0.7113656  5.113072 1985-04-24   49006
## 695   0.7113656  6.095568 1988-04-24   49006
## 696   0.7113656  6.997599 2000-05-24   49006
## 697   0.7113656  6.557485 1987-06-24   49006
## 698   0.7113656 13.774818 2014-09-24   49006
## 699   0.7113656 13.699932 2007-10-24   49006
## 700   0.7113656  7.133143 1991-06-26   49006
## 701   0.7113656 10.878741 1990-07-26   49006
## 702   0.7113656 12.654357 1998-11-26   49006
## 703   0.7113656  7.057328 1998-04-28   49006
## 704   0.7113656 12.816384 1985-11-28   49006
## 705   0.7113656 12.886150 1997-08-29   49006
## 706   0.7113656  4.003100 1986-04-30   49006
## 707   0.7113656 14.518764 1990-10-30   49006
## 708   0.7113656 13.589376 1997-11-30   49006
## 709          NA 13.784067 2010-11-02   49026
## 710          NA  7.572386 1999-06-03   49026
## 711          NA 12.647008 1993-11-03   49026
## 712          NA  6.699622 1995-05-04   49026
## 713          NA  6.697498 1993-03-05   49026
## 714          NA  6.420913 2013-03-05   49026
## 715          NA  7.395821 1990-04-05   49026
## 716          NA  6.051563 1991-04-05   49026
## 717          NA 11.508874 1992-08-05   49026
## 718          NA 12.843822 2011-09-05   49026
## 719          NA 14.587577 2003-10-06   49026
## 720          NA  5.197872 1987-04-07   49026
## 721          NA        NA 2018-11-07   49026
## 722          NA  9.213472 1993-07-08   49026
## 723          NA 13.152599 2014-09-08   49026
## 724          NA 13.257550 1998-10-08   49026
## 725          NA 14.159976 2016-11-08   49026
## 726          NA  5.344875 2010-04-09   49026
## 727          NA  6.783276 1994-06-11   49026
## 728          NA  5.987006 2009-05-12   49026
## 729          NA 13.557992 1994-10-13   49026
## 730          NA  5.264325 2011-04-14   49026
## 731          NA 14.015321 1992-10-14   49026
## 732          NA 13.994822 2009-10-14   49026
## 733          NA 13.969351 2013-10-14   49026
## 734          NA  7.495977 2000-03-15   49026
## 735          NA  6.354913 2015-05-15   49026
## 736          NA 13.598552 1991-10-15   49026
## 737          NA 13.772554 2008-10-15   49026
## 738          NA  6.218386 2003-04-16   49026
## 739          NA  5.089764 2018-05-16   49026
## 740          NA  7.336805 1995-06-16   49026
## 741          NA 11.947665 1999-08-16   49026
## 742          NA 10.267380 1990-07-17   49026
## 743          NA  4.817874 1996-04-18   49026
## 744          NA  8.648773 1991-07-18   49026
## 745          NA 12.578151 2012-09-20   49026
## 746          NA 13.525112 2017-09-20   49026
## 747          NA 13.159521 2015-10-20   49026
## 748          NA  5.681348 1994-03-21   49026
## 749          NA 14.174583 2006-09-21   49026
## 750          NA 14.112714 1989-11-21   49026
## 751          NA  6.736919 2002-04-22   49026
## 752          NA  6.231156 2008-04-22   49026
## 753          NA  6.908662 2014-04-23   49026
## 754          NA  7.318868 2017-05-23   49026
## 755          NA 14.486168 1990-10-23   49026
## 756          NA  7.782324 2016-03-24   49026
## 757          NA 13.480291 2002-09-24   49026
## 758          NA 14.324834 1995-11-24   49026
## 759          NA  8.107848 1997-06-25   49026
## 760          NA 13.597781 1997-11-25   49026
## 761          NA  5.523842 2006-04-26   49026
## 762          NA  7.631732 1998-05-27   49026
## 763          NA  6.771258 2012-05-28   49026
## 764          NA 13.068098 2000-09-28   49026
## 765          NA  6.307621 1992-03-30   49026
## 766   0.7329067  5.303147 1994-05-01   49040
## 767   0.7329067 12.777878 1985-10-01   49040
## 768   0.7329067 14.247411 2001-11-01   49040
## 769   0.7329067  7.925433 1987-02-02   49040
## 770   0.7329067 11.601022 1985-01-03   49040
## 771   0.7329067  5.001418 1985-04-03   49040
## 772   0.7329067 11.701897 1990-01-04   49040
## 773   0.7329067 11.322777 1992-08-04   49040
## 774   0.7329067 10.403202 1993-08-04   49040
## 775   0.7329067 11.494657 1990-08-05   49040
## 776   0.7329067 12.866535 1991-12-05   49040
## 777   0.7329067  8.292257 2016-03-07   49040
## 778   0.7329067 11.118113 1989-08-07   49040
## 779   0.7329067 10.193807 1991-08-07   49040
## 780   0.7329067 13.967944 2004-10-07   49040
## 781   0.7329067 14.307064 1995-10-09   49040
## 782   0.7329067 13.517719 1992-11-09   49040
## 783   0.7329067  6.792434 2002-04-11   49040
## 784   0.7329067 13.942921 2016-10-12   49040
## 785   0.7329067  6.380351 2004-05-13   49040
## 786   0.7329067  6.005735 1992-05-14   49040
## 787   0.7329067 10.043868 1996-08-14   49040
## 788   0.7329067 12.248991 1988-09-14   49040
## 789   0.7329067  4.715330 2013-05-15   49040
## 790   0.7329067  8.066063 1987-07-16   49040
## 791   0.7329067 11.823604 1996-12-16   49040
## 792   0.7329067 13.641405 2000-10-17   49040
## 793   0.7329067 12.291779 1993-11-17   49040
## 794   0.7329067  7.273739 1986-02-18   49040
## 795   0.7329067 12.576445 1987-11-18   49040
## 796   0.7329067 12.459331 1986-11-20   49040
## 797   0.7329067 12.786117 1998-11-20   49040
## 798   0.7329067  6.973268 2000-03-21   49040
## 799   0.7329067  5.207066 1991-04-21   49040
## 800   0.7329067 13.414807 1994-11-21   49040
## 801   0.7329067  6.086518 1988-03-24   49040
## 802   0.7329067 13.325799 2007-09-24   49040
## 803   0.7329067 13.871585 2013-10-24   49040
## 804   0.7329067  6.692343 1990-04-25   49040
## 805   0.7329067  7.240219 2007-04-25   49040
## 806   0.7329067 13.340113 2002-09-25   49040
## 807   0.7329067  6.461732 1995-04-26   49040
## 808   0.7329067  9.929364 1994-07-27   49040
## 809   0.7329067 14.144730 1999-10-27   49040
## 810   0.7329067 13.522258 1997-11-27   49040
## 811   0.7329067  5.699989 1993-04-28   49040
## 812   0.7329067 12.751411 1997-08-29   49040
## 813   0.7329067  6.211751 1986-06-30   49040
## 814   0.7329067 11.800732 1989-08-30   49040
## 815   0.7329067 14.432344 1990-10-30   49040
## 816   0.7329067  7.185709 1998-03-31   49040
## 817   7.5945957  6.659430 1997-06-03   49171
## 818   7.5945957  5.995420 1993-05-05   49171
## 819   7.5945957        NA 2018-10-05   49171
## 820   7.5945957 13.379197 2008-11-05   49171
## 821   7.5945957 13.459220 1991-11-06   49171
## 822   7.5945957 14.069396 2014-11-06   49171
## 823   7.5945957  6.568622 2000-04-07   49171
## 824   7.5945957 13.030975 2006-09-07   49171
## 825   7.5945957  7.429625 1992-06-08   49171
## 826   7.5945957 14.007155 2017-11-08   49171
## 827   7.5945957  5.572830 2009-04-09   49171
## 828   7.5945957 13.074362 1998-10-09   49171
## 829   7.5945957 12.124860 1996-12-10   49171
## 830   7.5945957  6.758959 2017-04-11   49171
## 831   7.5945957 13.564629 2010-10-12   49171
## 832   7.5945957  7.401880 1995-03-14   49171
## 833   7.5945957 12.515144 1994-09-14   49171
## 834   7.5945957 12.878262 2001-12-14   49171
## 835   7.5945957  5.517370 1991-04-15   49171
## 836   7.5945957 11.553863 2011-08-15   49171
## 837   7.5945957  6.156473 2003-04-16   49171
## 838   7.5945957  5.170036 2018-05-16   49171
## 839   7.5945957  5.704518 1994-05-17   49171
## 840   7.5945957  5.018497 2010-04-19   49171
## 841   7.5945957  7.251143 2016-04-19   49171
## 842   7.5945957 13.928094 2003-09-19   49171
## 843   7.5945957 12.177115 2013-09-19   49171
## 844   7.5945957 13.696543 2009-10-19   49171
## 845   7.5945957 12.564700 2012-11-19   49171
## 846   7.5945957  7.833798 2012-03-20   49171
## 847   7.5945957  6.378193 2015-04-20   49171
## 848   7.5945957  7.288349 1998-05-20   49171
## 849   7.5945957  7.343890 2014-05-20   49171
## 850   7.5945957  8.679025 1990-06-20   49171
## 851   7.5945957 12.393262 2011-09-20   49171
## 852   7.5945957  5.435305 2013-03-21   49171
## 853   7.5945957  7.594919 1990-03-22   49171
## 854   7.5945957  5.211836 2011-03-22   49171
## 855   7.5945957 12.358884 2015-09-23   49171
## 856   7.5945957 11.081453 1992-12-23   49171
## 857   7.5945957 13.570447 2000-10-24   49171
## 858   7.5945957 10.001357 1993-01-25   49171
## 859   7.5945957  8.564748 2002-06-25   49171
## 860   7.5945957 13.855236 1995-09-25   49171
## 861   7.5945957 13.944820 2016-10-25   49171
## 862   7.5945957 11.600194 1993-11-25   49171
## 863   7.5945957  5.318035 2006-04-26   49171
## 864   7.5945957  7.161412 1999-05-26   49171
## 865   7.5945957 13.371283 1990-09-26   49171
## 866   7.5945957 13.252447 2007-09-26   49171
## 867   7.5945957  5.440699 1996-03-28   49171
## 868   7.5945957  6.964362 2008-05-28   49171
## 869   7.5945957 13.895075 1997-10-28   49171
## 870   7.5945957 11.648037 2012-08-29   49171
## 871   7.5945957 11.666950 1993-08-31   49171
## 872  18.6461967 12.420433 1999-09-01   49685
## 873  18.6461967 12.699870 1987-10-01   49685
## 874  18.6461967 13.585984 1992-10-01   49685
## 875  18.6461967 10.747343 1989-08-03   49685
## 876  18.6461967  4.918726 1986-06-04   49685
## 877  18.6461967 13.224010 2001-12-04   49685
## 878  18.6461967 12.831487 1997-09-05   49685
## 879  18.6461967 14.035715 1995-10-05   49685
## 880  18.6461967 12.708815 2015-10-05   49685
## 881  18.6461967  9.068171 1985-08-06   49685
## 882  18.6461967  7.536792 1994-02-07   49685
## 883  18.6461967  8.907432 1997-02-07   49685
## 884  18.6461967  6.582277 2000-06-07   49685
## 885  18.6461967  6.753115 1992-03-09   49685
## 886  18.6461967  4.401091 1996-05-09   49685
## 887  18.6461967  9.004219 1997-07-09   49685
## 888  18.6461967 11.159979 1986-09-09   49685
## 889  18.6461967  6.222206 1993-03-10   49685
## 890  18.6461967  6.309519 2000-04-10   49685
## 891  18.6461967  9.634009 1990-07-10   49685
## 892  18.6461967  6.255784 2000-05-11   49685
## 893  18.6461967  9.839902 2000-08-11   49685
## 894  18.6461967 13.583806 2009-11-11   49685
## 895  18.6461967 11.996941 1996-12-11   49685
## 896  18.6461967  5.365246 2006-04-12   49685
## 897  18.6461967  7.970686 2000-07-12   49685
## 898  18.6461967 11.498231 2000-09-12   49685
## 899  18.6461967 10.898609 1997-01-13   49685
## 900  18.6461967  5.971563 2004-04-14   49685
## 901  18.6461967  6.088059 2015-05-14   49685
## 902  18.6461967  7.799538 1999-06-14   49685
## 903  18.6461967 13.517800 1997-11-14   49685
## 904  18.6461967 12.166517 1988-09-15   49685
## 905  18.6461967 13.283518 1998-10-15   49685
## 906  18.6461967  8.175680 1988-02-16   49685
## 907  18.6461967  7.994487 1987-07-16   49685
## 908  18.6461967  7.009403 1987-02-17   49685
## 909  18.6461967  6.882487 1994-06-17   49685
## 910  18.6461967 14.112268 1990-10-17   49685
## 911  18.6461967 10.075038 2001-01-18   49685
## 912  18.6461967 12.901394 2000-10-18   49685
## 913  18.6461967  6.232916 1997-03-19   49685
## 914  18.6461967  6.966628 1995-03-20   49685
## 915  18.6461967 13.582877 2010-10-20   49685
## 916  18.6461967  8.181600 1989-02-21   49685
## 917  18.6461967 12.382364 1994-12-21   49685
## 918  18.6461967  5.890638 1997-04-23   49685
## 919  18.6461967  5.321897 2009-04-23   49685
## 920  18.6461967  5.106114 2001-04-24   49685
## 921  18.6461967  5.396429 2001-05-24   49685
## 922  18.6461967 10.274547 1992-07-24   49685
## 923  18.6461967 13.472019 2004-09-25   49685
## 924  18.6461967  9.814995 2000-01-26   49685
## 925  18.6461967  6.842997 1985-02-26   49685
## 926  18.6461967 10.342158 1998-01-27   49685
## 927  18.6461967  8.441097 1989-06-27   49685
## 928  18.6461967 12.508515 1993-09-27   49685
## 929  18.6461967  7.236054 1990-03-28   49685
## 930  18.6461967  5.806772 1991-03-28   49685
## 931  18.6461967  7.362330 1998-05-28   49685
## 932  18.6461967  8.162568 1993-06-28   49685
## 933  18.6461967 11.675510 2001-08-28   49685
## 934  18.6461967  7.061424 2002-05-29   49685
## 935  18.6461967 14.193421 2003-10-29   49685
## 936  18.6461967  6.798913 2003-05-30   49685
## 937  18.6461967 13.057202 1991-09-30   49685
## 938  18.6461967 15.099559 2006-10-30   49685
## 939  18.6461967 12.669009 2000-11-30   49685
## 940  18.6461967  5.196515 2010-05-31   49685
## 941  18.6461967 13.195523 1996-10-31   49685
## 942  18.6461967  7.135490 2007-05-01   49781
## 943  18.6461967 12.677254 1987-10-01   49781
## 944  18.6461967 13.564410 1992-10-01   49781
## 945  18.6461967  7.166572 1990-04-02   49781
## 946  18.6461967 10.723871 1989-08-03   49781
## 947  18.6461967 13.050829 1999-12-03   49781
## 948  18.6461967  4.900817 1986-06-04   49781
## 949  18.6461967 12.809379 1997-09-05   49781
## 950  18.6461967 12.689330 2015-10-05   49781
## 951  18.6461967  9.047289 1985-08-06   49781
## 952  18.6461967  7.515692 1994-02-07   49781
## 953  18.6461967  8.889047 1997-02-07   49781
## 954  18.6461967  7.445731 2000-03-07   49781
## 955  18.6461967  6.560102 2000-06-07   49781
## 956  18.6461967 12.806586 1999-09-07   49781
## 957  18.6461967  9.725201 2000-08-08   49781
## 958  18.6461967  6.734797 1992-03-09   49781
## 959  18.6461967  4.381821 1996-05-09   49781
## 960  18.6461967  8.982928 1997-07-09   49781
## 961  18.6461967 11.140291 1986-09-09   49781
## 962  18.6461967  6.200616 1993-03-10   49781
## 963  18.6461967  6.867426 2000-04-10   49781
## 964  18.6461967  9.613845 1990-07-10   49781
## 965  18.6461967  6.234501 2000-05-11   49781
## 966  18.6461967 14.180939 1995-10-11   49781
## 967  18.6461967 13.563579 2009-11-11   49781
## 968  18.6461967 11.976502 1996-12-11   49781
## 969  18.6461967  7.948802 2000-07-12   49781
## 970  18.6461967 11.382944 2000-09-12   49781
## 971  18.6461967 10.879087 1997-01-13   49781
## 972  18.6461967  5.952054 2004-04-14   49781
## 973  18.6461967 13.494726 1997-11-14   49781
## 974  18.6461967 12.145963 1988-09-15   49781
## 975  18.6461967 13.261281 1998-10-15   49781
## 976  18.6461967  8.156384 1988-02-16   49781
## 977  18.6461967  7.973613 1987-07-16   49781
## 978  18.6461967  6.991038 1987-02-17   49781
## 979  18.6461967  6.860230 1994-06-17   49781
## 980  18.6461967 14.090591 1990-10-17   49781
## 981  18.6461967 10.052973 2001-01-18   49781
## 982  18.6461967 12.878482 2000-10-18   49781
## 983  18.6461967  6.214502 1997-03-19   49781
## 984  18.6461967  6.939799 1995-03-20   49781
## 985  18.6461967 13.563387 2010-10-20   49781
## 986  18.6461967  8.163293 1989-02-21   49781
## 987  18.6461967 12.357447 1994-12-21   49781
## 988  18.6461967 12.396915 2001-12-21   49781
## 989  18.6461967  5.872204 1997-04-23   49781
## 990  18.6461967  5.302662 2009-04-23   49781
## 991  18.6461967  5.082288 2001-04-24   49781
## 992  18.6461967  5.372411 2001-05-24   49781
## 993  18.6461967 10.253279 1992-07-24   49781
## 994  18.6461967 13.452119 2004-09-25   49781
## 995  18.6461967  9.793644 2000-01-26   49781
## 996  18.6461967  6.826363 1985-02-26   49781
## 997  18.6461967 13.292520 2007-10-26   49781
## 998  18.6461967 10.320975 1998-01-27   49781
## 999  18.6461967 12.485928 1993-09-27   49781
## 1000 18.6461967  5.788856 1991-03-28   49781
## 1001 18.6461967  7.341471 1998-05-28   49781
## 1002 18.6461967  8.139603 1993-06-28   49781
## 1003 18.6461967 11.652779 2001-08-28   49781
## 1004 18.6461967  7.039650 2002-05-29   49781
## 1005 18.6461967 14.175634 2003-10-29   49781
## 1006 18.6461967 13.037867 1991-09-30   49781
## 1007 18.6461967 12.646123 2000-11-30   49781
## 1008 18.6461967  6.548820 2015-03-31   49781
## 1009 18.6461967  5.176405 2010-05-31   49781
## 1010 18.6461967 13.175960 1996-10-31   49781
## 1011 13.7468329  6.495414 1985-07-01   49881
## 1012 13.7468329 14.737341 1989-11-01   49881
## 1013 13.7468329  5.019156 1996-06-03   49881
## 1014 13.7468329 14.068713 2004-11-03   49881
## 1015 13.7468329  9.227135 1992-07-06   49881
## 1016 13.7468329 12.608851 1983-09-06   49881
## 1017 13.7468329  6.327131 1983-06-07   49881
## 1018 13.7468329 11.682900 1990-08-07   49881
## 1019 13.7468329 11.798796 1987-09-07   49881
## 1020 13.7468329 13.488667 1994-11-07   49881
## 1021 13.7468329  6.823270 1984-03-08   49881
## 1022 13.7468329 12.636933 1982-09-08   49881
## 1023 13.7468329 14.141251 1983-11-08   49881
## 1024 13.7468329  7.005574 1995-05-09   49881
## 1025 13.7468329 13.215826 2001-12-11   49881
## 1026 13.7468329  7.287903 2003-03-12   49881
## 1027 13.7468329  5.924140 1994-03-14   49881
## 1028 13.7468329  8.511579 1988-02-15   49881
## 1029 13.7468329  8.671484 2007-03-15   49881
## 1030 13.7468329  5.613510 1991-04-16   49881
## 1031 13.7468329  7.263639 1990-05-16   49881
## 1032 13.7468329  8.186722 1999-06-16   49881
## 1033 13.7468329  9.129736 1983-02-17   49881
## 1034 13.7468329  5.795023 1987-03-17   49881
## 1035 13.7468329  6.409994 1993-05-17   49881
## 1036 13.7468329  7.670232 1997-06-17   49881
## 1037 13.7468329  7.758052 1985-02-18   49881
## 1038 13.7468329  9.170718 1988-07-18   49881
## 1039 13.7468329 12.802277 2000-09-18   49881
## 1040 13.7468329 13.017006 1993-10-18   49881
## 1041 13.7468329 12.760511 1985-11-18   49881
## 1042 13.7468329  7.319719 2000-03-20   49881
## 1043 13.7468329  7.316886 1994-06-20   49881
## 1044 13.7468329 13.951518 1982-10-20   49881
## 1045 13.7468329 11.126772 1998-01-21   49881
## 1046 13.7468329 14.242620 2006-09-21   49881
## 1047 13.7468329 13.589912 1991-10-21   49881
## 1048 13.7468329 12.516322 1988-11-21   49881
## 1049 13.7468329 13.898809 1990-11-21   49881
## 1050 13.7468329 13.863972 1992-10-22   49881
## 1051 13.7468329 13.064973 2007-11-22   49881
## 1052 13.7468329  6.425132 1992-03-23   49881
## 1053 13.7468329 12.500205 1996-09-23   49881
## 1054 13.7468329 10.071157 1983-01-24   49881
## 1055 13.7468329  7.368960 1993-02-24   49881
## 1056 13.7468329  6.097065 2006-03-24   49881
## 1057 13.7468329  7.366957 1989-05-25   49881
## 1058 13.7468329  7.633357 1998-05-27   49881
## 1059 13.7468329  3.830785 1986-04-28   49881
## 1060 13.7468329  7.061530 2004-05-28   49881
## 1061 13.7468329 11.923067 1986-09-29   49881
## 1062 13.7468329 14.969439 1995-10-30   49881
## 1063 13.7468329 12.582353 1998-11-30   49881
## 1064  0.7329067  6.112479 2003-05-02   50020
## 1065  0.7329067  7.021660 1991-07-02   50020
## 1066  0.7329067 11.662517 2015-09-02   50020
## 1067  0.7329067 13.094783 2013-10-02   50020
## 1068  0.7329067 13.846456 2004-11-02   50020
## 1069  0.7329067  5.616152 1991-04-03   50020
## 1070  0.7329067  6.617533 2017-04-03   50020
## 1071  0.7329067  5.772787 1997-04-04   50020
## 1072  0.7329067  6.447504 2005-04-04   50020
## 1073  0.7329067 12.881633 1987-10-05   50020
## 1074  0.7329067 12.866573 1996-10-05   50020
## 1075  0.7329067 11.657818 1988-12-05   50020
## 1076  0.7329067 14.066657 2017-11-06   50020
## 1077  0.7329067 11.062875 2007-08-07   50020
## 1078  0.7329067 13.200894 1991-10-07   50020
## 1079  0.7329067 13.501404 2010-10-07   50020
## 1080  0.7329067  7.528437 1987-02-08   50020
## 1081  0.7329067  7.333337 1995-03-08   50020
## 1082  0.7329067  9.003756 1992-07-08   50020
## 1083  0.7329067 11.076750 1995-08-08   50020
## 1084  0.7329067 13.855208 1999-11-08   50020
## 1085  0.7329067  6.640362 1992-03-09   50020
## 1086  0.7329067  4.625827 2013-05-09   50020
## 1087  0.7329067  5.198046 2018-05-09   50020
## 1088  0.7329067 11.705072 1985-12-09   50020
## 1089  0.7329067  6.217822 2000-04-10   50020
## 1090  0.7329067 13.760339 2016-10-10   50020
## 1091  0.7329067  6.128542 1993-03-11   50020
## 1092  0.7329067  7.028527 1986-07-11   50020
## 1093  0.7329067        NA 2018-09-11   50020
## 1094  0.7329067  5.350157 1996-06-12   50020
## 1095  0.7329067  8.807794 2006-07-12   50020
## 1096  0.7329067 10.767163 2008-08-12   50020
## 1097  0.7329067 11.722938 1986-12-12   50020
## 1098  0.7329067  5.269452 1986-03-13   50020
## 1099  0.7329067  7.190156 2016-04-13   50020
## 1100  0.7329067  9.488255 1999-07-13   50020
## 1101  0.7329067 12.990802 2008-11-13   50020
## 1102  0.7329067  4.659695 1985-04-15   50020
## 1103  0.7329067 13.076516 2011-09-15   50020
## 1104  0.7329067  6.689811 1990-04-17   50020
## 1105  0.7329067  6.082616 1988-05-17   50020
## 1106  0.7329067  5.572011 2011-05-17   50020
## 1107  0.7329067 10.855331 2001-08-17   50020
## 1108  0.7329067 12.267847 2012-09-17   50020
## 1109  0.7329067  7.804399 1985-07-18   50020
## 1110  0.7329067 10.076038 1990-07-18   50020
## 1111  0.7329067 11.807240 2009-08-18   50020
## 1112  0.7329067 12.440813 2003-08-19   50020
## 1113  0.7329067 11.325539 2005-08-19   50020
## 1114  0.7329067 13.419485 1994-10-19   50020
## 1115  0.7329067 13.714943 2009-10-19   50020
## 1116  0.7329067 10.413185 1993-12-19   50020
## 1117  0.7329067  5.961149 1999-04-20   50020
## 1118  0.7329067  9.733637 1989-07-20   50020
## 1119  0.7329067 13.546209 2000-10-20   50020
## 1120  0.7329067 13.728908 2001-11-20   50020
## 1121  0.7329067  7.417932 2014-03-21   50020
## 1122  0.7329067 13.557207 2002-10-21   50020
## 1123  0.7329067  6.398042 1994-02-22   50020
## 1124  0.7329067  6.435670 1998-04-22   50020
## 1125  0.7329067  6.011262 1987-06-22   50020
## 1126  0.7329067  9.708364 2004-07-22   50020
## 1127  0.7329067 10.112759 2011-07-22   50020
## 1128  0.7329067 13.258519 2003-09-22   50020
## 1129  0.7329067  6.361166 2012-05-23   50020
## 1130  0.7329067 13.418124 2007-10-23   50020
## 1131  0.7329067  5.231420 2009-04-24   50020
## 1132  0.7329067 14.040569 2014-10-24   50020
## 1133  0.7329067 12.461769 1998-11-24   50020
## 1134  0.7329067  7.742300 2007-05-25   50020
## 1135  0.7329067 14.110373 2005-10-25   50020
## 1136  0.7329067  6.187152 2004-03-26   50020
## 1137  0.7329067 14.635100 1995-10-26   50020
## 1138  0.7329067 11.809585 1998-08-27   50020
## 1139  0.7329067  6.794850 2008-05-28   50020
## 1140  0.7329067  8.134518 1993-06-28   50020
## 1141  0.7329067 12.601151 1997-08-28   50020
## 1142  0.7329067 12.098570 2002-08-28   50020
## 1143  0.7329067  4.328743 1996-04-29   50020
## 1144  0.7329067  4.794605 2010-04-29   50020
## 1145  0.7329067  6.011822 2015-04-29   50020
## 1146  0.7329067  7.018185 2002-05-29   50020
## 1147  0.7329067 13.516246 1992-09-29   50020
## 1148  0.7329067 14.383248 2006-09-29   50020
## 1149  0.7329067 14.286288 1990-10-29   50020
## 1150  0.7329067  8.100718 1997-06-30   50020
## 1151  0.7329067  5.897533 2006-05-31   50020
## 1152  0.7329067 10.130477 2000-07-31   50020
## 1153 12.4494716  4.565230 2013-05-01   50031
## 1154 12.4494716  7.033020 1992-06-01   50031
## 1155 12.4494716 11.980046 2016-09-01   50031
## 1156 12.4494716 14.073951 2017-11-01   50031
## 1157 12.4494716 12.639368 1985-10-02   50031
## 1158 12.4494716  5.653579 2018-05-03   50031
## 1159 12.4494716 10.635714 2013-09-03   50031
## 1160 12.4494716 12.330781 2002-09-04   50031
## 1161 12.4494716  4.826490 2010-05-05   50031
## 1162 12.4494716  7.913568 1988-07-05   50031
## 1163 12.4494716 13.580467 2009-10-05   50031
## 1164 12.4494716 13.882199 1990-11-05   50031
## 1165 12.4494716  5.173245 1994-04-06   50031
## 1166 12.4494716 12.022610 1986-10-06   50031
## 1167 12.4494716 13.271195 2000-10-06   50031
## 1168 12.4494716  6.197822 2003-04-07   50031
## 1169 12.4494716  6.887928 2014-05-07   50031
## 1170 12.4494716 12.908514 1987-10-08   50031
## 1171 12.4494716 12.362674 1993-11-08   50031
## 1172 12.4494716 11.205641 1995-01-09   50031
## 1173 12.4494716  6.430977 2008-04-09   50031
## 1174 12.4494716 13.431328 2001-10-09   50031
## 1175 12.4494716        NA 2018-10-09   50031
## 1176 12.4494716  6.535981 2015-04-10   50031
## 1177 12.4494716 12.756797 1988-10-10   50031
## 1178 12.4494716 13.823845 1997-10-10   50031
## 1179 12.4494716 14.297308 1995-11-10   50031
## 1180 12.4494716  5.995075 1985-03-11   50031
## 1181 12.4494716  6.385588 2000-04-11   50031
## 1182 12.4494716  6.734171 2017-04-11   50031
## 1183 12.4494716  7.582343 2007-05-11   50031
## 1184 12.4494716  9.934592 2013-08-13   50031
## 1185 12.4494716 13.840313 2011-10-13   50031
## 1186 12.4494716 11.461460 1988-12-13   50031
## 1187 12.4494716  7.339264 2016-04-14   50031
## 1188 12.4494716  9.335519 1993-07-14   50031
## 1189 12.4494716  7.015166 2005-03-15   50031
## 1190 12.4494716  5.410409 1985-04-15   50031
## 1191 12.4494716  7.520914 1988-06-15   50031
## 1192 12.4494716  8.224801 1992-02-16   50031
## 1193 12.4494716  7.801404 1985-07-17   50031
## 1194 12.4494716  9.553289 1989-07-17   50031
## 1195 12.4494716 12.873934 1998-11-17   50031
## 1196 12.4494716  4.623773 1996-04-18   50031
## 1197 12.4494716  5.013948 2011-04-18   50031
## 1198 12.4494716  7.106484 1990-05-18   50031
## 1199 12.4494716 12.570414 2008-09-18   50031
## 1200 12.4494716 11.536128 1985-12-18   50031
## 1201 12.4494716 10.197202 1990-07-19   50031
## 1202 12.4494716  7.334711 1991-02-20   50031
## 1203 12.4494716  7.824518 2012-03-20   50031
## 1204 12.4494716 12.903553 1987-10-20   50031
## 1205 12.4494716  9.632077 1988-01-21   50031
## 1206 12.4494716  6.127272 2006-03-21   50031
## 1207 12.4494716  6.597002 1998-04-21   50031
## 1208 12.4494716  5.818424 2009-05-21   50031
## 1209 12.4494716 13.286315 2005-09-21   50031
## 1210 12.4494716  3.679127 1986-04-22   50031
## 1211 12.4494716  6.615307 1995-05-22   50031
## 1212 12.4494716 11.376560 2012-08-22   50031
## 1213 12.4494716  8.633216 1987-01-23   50031
## 1214 12.4494716 13.398921 2014-09-23   50031
## 1215 12.4494716 12.315054 2015-09-23   50031
## 1216 12.4494716  5.399587 1987-03-24   50031
## 1217 12.4494716  5.608090 1986-06-24   50031
## 1218 12.4494716  8.605690 1988-02-25   50031
## 1219 12.4494716  7.811603 1999-02-26   50031
## 1220 12.4494716  6.620217 2002-04-26   50031
## 1221 12.4494716  6.266216 1997-05-27   50031
## 1222 12.4494716 12.415109 1996-09-27   50031
## 1223 12.4494716  6.323486 2004-04-28   50031
## 1224 12.4494716 13.109951 2010-09-28   50031
## 1225 12.4494716  6.607238 1987-06-29   50031
## 1226 12.4494716  9.276055 1991-07-29   50031
## 1227 12.4494716 13.464556 1992-09-29   50031
## 1228 12.4494716 14.093418 2003-10-29   50031
## 1229 12.4494716  5.703683 1993-03-30   50031
## 1230 12.4494716  6.623365 1987-06-30   50031
## 1231 12.4494716 13.322616 2007-10-30   50031
## 1232 12.4494716 13.288330 1989-11-30   50031
## 1233 12.4494716 13.396576 1991-10-31   50031
## 1234 12.4494716 12.752285 2012-10-31   50031
## 1235  1.5656340 12.186339 2016-09-01   50139
## 1236  1.5656340 11.623829 2015-09-02   50139
## 1237  1.5656340 13.539363 2010-11-02   50139
## 1238  1.5656340  7.278260 1995-04-03   50139
## 1239  1.5656340 13.643310 2017-10-03   50139
## 1240  1.5656340 11.001172 2006-08-04   50139
## 1241  1.5656340 13.179720 1997-12-04   50139
## 1242  1.5656340  7.942792 2007-04-05   50139
## 1243  1.5656340 13.470540 1992-11-05   50139
## 1244  1.5656340  6.055053 1993-04-06   50139
## 1245  1.5656340  5.559727 2010-04-07   50139
## 1246  1.5656340  5.492386 1991-05-07   50139
## 1247  1.5656340 11.303474 2007-08-07   50139
## 1248  1.5656340 13.665320 2009-10-07   50139
## 1249  1.5656340  8.835608 1988-07-08   50139
## 1250  1.5656340  9.214960 1997-07-08   50139
## 1251  1.5656340  8.139854 2015-03-09   50139
## 1252  1.5656340  5.151664 2013-04-09   50139
## 1253  1.5656340  7.175161 2017-05-09   50139
## 1254  1.5656340 10.607749 2010-08-09   50139
## 1255  1.5656340 14.407793 1995-10-09   50139
## 1256  1.5656340  5.779057 2011-05-10   50139
## 1257  1.5656340        NA 2018-09-11   50139
## 1258  1.5656340 12.732379 2012-10-11   50139
## 1259  1.5656340 13.496848 2003-09-12   50139
## 1260  1.5656340  9.560062 2009-07-13   50139
## 1261  1.5656340 13.376943 1998-10-13   50139
## 1262  1.5656340  7.572772 1998-05-15   50139
## 1263  1.5656340  7.008125 2008-05-15   50139
## 1264  1.5656340 13.706160 2007-10-15   50139
## 1265  1.5656340  6.648429 2003-04-16   50139
## 1266  1.5656340  8.190680 2014-03-17   50139
## 1267  1.5656340 13.840698 2001-10-17   50139
## 1268  1.5656340  6.021619 1994-03-18   50139
## 1269  1.5656340  7.936867 1993-06-18   50139
## 1270  1.5656340 11.398739 2008-08-18   50139
## 1271  1.5656340 12.167165 2013-09-18   50139
## 1272  1.5656340  8.033269 1990-03-19   50139
## 1273  1.5656340  6.865939 1992-03-19   50139
## 1274  1.5656340  6.382736 2009-03-19   50139
## 1275  1.5656340  5.825807 2006-04-19   50139
## 1276  1.5656340  8.332665 2012-03-20   50139
## 1277  1.5656340 10.226673 1992-07-20   50139
## 1278  1.5656340 13.975341 2006-09-21   50139
## 1279  1.5656340 13.225405 2011-09-21   50139
## 1280  1.5656340 13.477950 1991-10-21   50139
## 1281  1.5656340 12.784887 1993-10-21   50139
## 1282  1.5656340  8.262696 2016-03-22   50139
## 1283  1.5656340  5.481679 2018-05-22   50139
## 1284  1.5656340 14.300887 1990-10-22   50139
## 1285  1.5656340 13.757031 2008-10-23   50139
## 1286  1.5656340 14.096060 1989-11-23   50139
## 1287  1.5656340 13.210473 1994-11-24   50139
## 1288  1.5656340  5.118450 1996-04-25   50139
## 1289  1.5656340  7.131596 1991-06-25   50139
## 1290  1.5656340 14.319595 1989-10-25   50139
## 1291  1.5656340 12.898594 1996-11-28   50139
## 1292  1.5656340 14.218794 2014-10-29   50139
## 1293  1.5656340  7.211599 2000-03-30   50139
## 1294  1.5656340 11.071750 1990-07-30   50139
## 1295 44.5857337 13.320460 2002-10-01   50257
## 1296 44.5857337 13.461138 1989-12-01   50257
## 1297 44.5857337  5.615969 2006-05-02   50257
## 1298 44.5857337 10.871523 2006-08-02   50257
## 1299 44.5857337  7.818225 2004-03-04   50257
## 1300 44.5857337  7.715218 2002-04-04   50257
## 1301 44.5857337  7.998837 2007-04-04   50257
## 1302 44.5857337  8.966967 1993-07-04   50257
## 1303 44.5857337  5.763040 1994-05-05   50257
## 1304 44.5857337  5.632054 2011-05-05   50257
## 1305 44.5857337  6.385242 1992-05-06   50257
## 1306 44.5857337  6.978748 1999-05-06   50257
## 1307 44.5857337  5.534006 1991-05-07   50257
## 1308 44.5857337  9.148886 1997-07-07   50257
## 1309 44.5857337 12.902795 1988-11-07   50257
## 1310 44.5857337 12.372324 1994-09-09   50257
## 1311 44.5857337 13.865227 1990-11-09   50257
## 1312 44.5857337  6.464090 2010-03-10   50257
## 1313 44.5857337  7.333738 1995-04-11   50257
## 1314 44.5857337 13.698002 2007-10-11   50257
## 1315 44.5857337 11.548267 2009-08-12   50257
## 1316 44.5857337  7.507164 1998-05-13   50257
## 1317 44.5857337 13.736419 2009-10-13   50257
## 1318 44.5857337 11.807544 1995-08-14   50257
## 1319 44.5857337  7.048985 2008-05-15   50257
## 1320 44.5857337  7.979542 2005-06-15   50257
## 1321 44.5857337  9.867810 1989-07-17   50257
## 1322 44.5857337 11.910450 2007-08-17   50257
## 1323 44.5857337 13.756897 2004-11-17   50257
## 1324 44.5857337 13.640917 2010-10-18   50257
## 1325 44.5857337  6.422539 2009-03-19   50257
## 1326 44.5857337 11.879221 1996-12-19   50257
## 1327 44.5857337 10.265901 1992-07-20   50257
## 1328 44.5857337  9.286463 2010-07-20   50257
## 1329 44.5857337  8.209622 1988-06-21   50257
## 1330 44.5857337  7.955367 1990-03-22   50257
## 1331 44.5857337  8.929274 1991-07-22   50257
## 1332 44.5857337 13.424734 1989-09-22   50257
## 1333 44.5857337  7.577523 2000-03-23   50257
## 1334 44.5857337 12.468155 1990-08-23   50257
## 1335 44.5857337 13.534277 1991-10-23   50257
## 1336 44.5857337 14.861580 1995-10-23   50257
## 1337 44.5857337 12.525822 2001-12-24   50257
## 1338 44.5857337  5.536093 1991-04-25   50257
## 1339 44.5857337  5.663384 1994-04-25   50257
## 1340 44.5857337 13.083577 2001-09-26   50257
## 1341 44.5857337  8.667632 1993-06-28   50257
## 1342 44.5857337  6.279306 1993-03-29   50257
## 1343 44.5857337 14.379750 2006-09-29   50257
## 1344 44.5857337 10.826566 1992-12-29   50257
## 1345 44.5857337  5.127331 1996-04-30   50257
## 1346  3.6022840  5.358667 2009-05-01   50440
## 1347  3.6022840 11.069089 1993-12-01   50440
## 1348  3.6022840  5.792135 1985-04-02   50440
## 1349  3.6022840 13.338554 1990-10-03   50440
## 1350  3.6022840  7.121697 2003-03-04   50440
## 1351  3.6022840  5.698644 1985-07-04   50440
## 1352  3.6022840 13.173677 2008-11-04   50440
## 1353  3.6022840  5.018223 1985-06-05   50440
## 1354  3.6022840 11.932304 2001-09-05   50440
## 1355  3.6022840 10.988938 1985-01-07   50440
## 1356  3.6022840 13.235449 2013-10-07   50440
## 1357  3.6022840  3.661395 1986-05-08   50440
## 1358  3.6022840 12.837313 2017-09-08   50440
## 1359  3.6022840 12.310215 2010-09-09   50440
## 1360  3.6022840  5.712341 2010-03-10   50440
## 1361  3.6022840  5.237289 1994-05-11   50440
## 1362  3.6022840  7.167244 2000-03-13   50440
## 1363  3.6022840 12.614784 1989-09-13   50440
## 1364  3.6022840 12.536665 2002-09-13   50440
## 1365  3.6022840  7.128134 1995-03-14   50440
## 1366  3.6022840 12.737796 2009-09-14   50440
## 1367  3.6022840  6.620522 1999-03-16   50440
## 1368  3.6022840  6.481987 2002-04-16   50440
## 1369  3.6022840  6.231976 2012-05-16   50440
## 1370  3.6022840  7.263773 1986-07-16   50440
## 1371  3.6022840 13.507909 2003-09-16   50440
## 1372  3.6022840  7.360795 1998-03-17   50440
## 1373  3.6022840  8.121346 1991-07-17   50440
## 1374  3.6022840  7.848233 1992-02-18   50440
## 1375  3.6022840 11.070014 1985-09-18   50440
## 1376  3.6022840 12.584909 1998-11-18   50440
## 1377  3.6022840  8.382879 1990-06-19   50440
## 1378  3.6022840 11.073383 1997-08-19   50440
## 1379  3.6022840  7.434665 1990-03-20   50440
## 1380  3.6022840  7.041255 2007-04-20   50440
## 1381  3.6022840  9.386515 1993-07-20   50440
## 1382  3.6022840 13.432035 1995-09-20   50440
## 1383  3.6022840  5.167997 2013-03-21   50440
## 1384  3.6022840 13.813543 2005-10-21   50440
## 1385  3.6022840 13.352064 1983-11-21   50440
## 1386  3.6022840 11.658829 2000-12-21   50440
## 1387  3.6022840  7.568576 1988-02-22   50440
## 1388  3.6022840  8.148285 1992-06-22   50440
## 1389  3.6022840 10.894573 1986-12-22   50440
## 1390  3.6022840 12.072737 1996-09-23   50440
## 1391  3.6022840 12.134296 1987-11-23   50440
## 1392  3.6022840  6.435037 2017-04-24   50440
## 1393  3.6022840 11.612845 1994-08-24   50440
## 1394  3.6022840  6.748430 1985-02-25   50440
## 1395  3.6022840  5.693650 1991-03-25   50440
## 1396  3.6022840 13.294808 2014-09-25   50440
## 1397  3.6022840 12.753473 1988-10-25   50440
## 1398  3.6022840  8.291957 1989-06-26   50440
## 1399  3.6022840 13.191650 1991-10-26   50440
## 1400  3.6022840  7.824919 1988-06-27   50440
## 1401  3.6022840 13.015652 2007-09-27   50440
## 1402  3.6022840  6.996361 2014-03-28   50440
## 1403  3.6022840  6.230820 2005-04-28   50440
## 1404  3.6022840  6.701844 2008-05-28   50440
## 1405  3.6022840  8.663013 1987-07-28   50440
## 1406  3.6022840 10.244192 1997-07-28   50440
## 1407  3.6022840 13.651434 1997-10-28   50440
## 1408  3.6022840 10.590756 1985-08-29   50440
## 1409  3.6022840  4.998958 1987-03-30   50440
## 1410  3.6022840  5.470163 1993-03-30   50440
## 1411  3.6022840  4.546916 1996-05-30   50440
## 1412  3.6022840  7.637882 1982-06-30   50440
## 1413  3.6022840 13.145461 1992-10-31   50440
## 1414  3.6022840 12.534037 2012-10-31   50440
## 1415  6.6971914  7.518658 2014-04-02   50766
## 1416  6.6971914 11.318317 2015-09-02   50766
## 1417  6.6971914 12.041428 2002-09-04   50766
## 1418  6.6971914 13.362125 2017-10-04   50766
## 1419  6.6971914 13.599918 2004-11-04   50766
## 1420  6.6971914  5.859698 2009-04-06   50766
## 1421  6.6971914 14.562900 2006-11-06   50766
## 1422  6.6971914 12.482415 1991-12-06   50766
## 1423  6.6971914 11.043316 2007-08-07   50766
## 1424  6.6971914 12.316828 2016-09-07   50766
## 1425  6.6971914 12.561693 2012-11-08   50766
## 1426  6.6971914  6.256623 2010-03-10   50766
## 1427  6.6971914 11.078998 2009-08-10   50766
## 1428  6.6971914 12.753169 2014-09-10   50766
## 1429  6.6971914 11.790489 1992-12-10   50766
## 1430  6.6971914  7.220211 2004-03-11   50766
## 1431  6.6971914  6.841364 1989-04-11   50766
## 1432  6.6971914 13.533452 1997-11-11   50766
## 1433  6.6971914  7.013735 2017-04-12   50766
## 1434  6.6971914 13.404713 2007-10-12   50766
## 1435  6.6971914 13.400753 2009-10-13   50766
## 1436  6.6971914  5.691800 2011-03-14   50766
## 1437  6.6971914  5.939830 2018-05-14   50766
## 1438  6.6971914 10.841226 1991-08-15   50766
## 1439  6.6971914 12.784346 1992-09-15   50766
## 1440  6.6971914  4.812935 1996-05-16   50766
## 1441  6.6971914  6.849333 2000-05-16   50766
## 1442  6.6971914  6.872997 2012-05-16   50766
## 1443  6.6971914 11.762022 1996-12-16   50766
## 1444  6.6971914 12.416403 1998-09-17   50766
## 1445  6.6971914  7.648271 1997-06-18   50766
## 1446  6.6971914  7.336084 2015-06-18   50766
## 1447  6.6971914 13.536006 2013-11-18   50766
## 1448  6.6971914  7.308507 2016-05-19   50766
## 1449  6.6971914  9.526958 2016-07-19   50766
## 1450  6.6971914  6.595808 1999-04-20   50766
## 1451  6.6971914  8.666164 2014-06-20   50766
## 1452  6.6971914 12.815067 2008-11-20   50766
## 1453  6.6971914  5.669598 2006-04-21   50766
## 1454  6.6971914 11.370463 2008-08-21   50766
## 1455  6.6971914  6.468041 2008-04-22   50766
## 1456  6.6971914  4.928362 2013-04-22   50766
## 1457  6.6971914  6.898284 1995-05-22   50766
## 1458  6.6971914 12.926948 2011-09-22   50766
## 1459  6.6971914 13.992383 1990-10-22   50766
## 1460  6.6971914  6.835260 1990-04-23   50766
## 1461  6.6971914 14.227645 1995-11-23   50766
## 1462  6.6971914  9.745929 2006-07-24   50766
## 1463  6.6971914 13.451759 2000-10-24   50766
## 1464  6.6971914        NA 2018-07-25   50766
## 1465  6.6971914 13.191331 1989-09-25   50766
## 1466  6.6971914        NA 2018-09-25   50766
## 1467  6.6971914  7.648015 1998-05-26   50766
## 1468  6.6971914 13.786351 2003-09-26   50766
## 1469  6.6971914 12.877885 1988-10-26   50766
## 1470  6.6971914  6.542158 2015-04-27   50766
## 1471  6.6971914  7.076255 1992-05-27   50766
## 1472  6.6971914  9.076961 2017-06-27   50766
## 1473  6.6971914  8.922745 1997-01-28   50766
## 1474  6.6971914  7.988317 2007-03-28   50766
## 1475  6.6971914  6.962056 2003-05-28   50766
## 1476  6.6971914  5.869713 1991-05-29   50766
## 1477  6.6971914 12.876542 2010-09-29   50766
## 1478  6.6971914 10.801067 1990-07-30   50766
## 1479  6.6971914  7.394409 2002-05-31   50766
## 1480 18.6461967  8.905272 1992-07-01   51064
## 1481 18.6461967 10.803946 1989-08-02   51064
## 1482 18.6461967 13.659421 1990-10-02   51064
## 1483 18.6461967  5.045383 1985-04-03   51064
## 1484 18.6461967  6.786484 2017-04-03   51064
## 1485 18.6461967 12.836780 1993-10-04   51064
## 1486 18.6461967  8.126413 1990-03-05   51064
## 1487 18.6461967 12.428213 1994-09-05   51064
## 1488 18.6461967 12.973145 1987-10-05   51064
## 1489 18.6461967  7.617010 1995-03-06   51064
## 1490 18.6461967  7.655543 1994-02-07   51064
## 1491 18.6461967  8.119274 1993-02-08   51064
## 1492 18.6461967 13.138679 1998-10-08   51064
## 1493 18.6461967 11.738046 1987-12-08   51064
## 1494 18.6461967 11.660283 1988-12-08   51064
## 1495 18.6461967  5.382200 2018-05-09   51064
## 1496 18.6461967 12.632899 2016-09-09   51064
## 1497 18.6461967 12.583666 1991-09-10   51064
## 1498 18.6461967  6.220352 1991-03-11   51064
## 1499 18.6461967  7.345454 2007-04-12   51064
## 1500 18.6461967 11.690549 1985-12-12   51064
## 1501 18.6461967  6.447861 2004-05-13   51064
## 1502 18.6461967 13.900746 2017-10-13   51064
## 1503 18.6461967  8.355576 1992-02-14   51064
## 1504 18.6461967  7.330271 2000-03-14   51064
## 1505 18.6461967  6.823036 1994-06-14   51064
## 1506 18.6461967  9.844734 1985-08-14   51064
## 1507 18.6461967 12.566981 1986-10-14   51064
## 1508 18.6461967 11.633910 1986-12-15   51064
## 1509 18.6461967  7.443239 1993-06-16   51064
## 1510 18.6461967  7.511995 1986-07-16   51064
## 1511 18.6461967 13.126511 1992-09-16   51064
## 1512 18.6461967        NA 2018-09-18   51064
## 1513 18.6461967  5.761468 1996-03-19   51064
## 1514 18.6461967  7.240706 2016-04-19   51064
## 1515 18.6461967  6.230411 1988-05-19   51064
## 1516 18.6461967  6.785764 1999-05-19   51064
## 1517 18.6461967  6.564479 1991-06-19   51064
## 1518 18.6461967  5.121850 1986-03-20   51064
## 1519 18.6461967 12.972773 2007-11-20   51064
## 1520 18.6461967 10.426946 1990-07-21   51064
## 1521 18.6461967  6.170017 1987-06-22   51064
## 1522 18.6461967 13.842715 1995-09-22   51064
## 1523 18.6461967 13.418185 1997-09-22   51064
## 1524 18.6461967 12.886871 2000-11-22   51064
## 1525 18.6461967  5.784621 2006-05-25   51064
## 1526 18.6461967 13.846938 2013-10-25   51064
## 1527 18.6461967  6.984197 1997-02-27   51064
## 1528 18.6461967  7.447155 1998-05-27   51064
## 1529 18.6461967 13.926128 2004-10-27   51064
## 1530 18.6461967  6.533046 2002-04-29   51064
## 1531 18.6461967  4.539985 2013-04-29   51064
## 1532 18.6461967 15.193639 2006-10-31   51064
## 1533 18.6461967  8.905272 1992-07-01   51065
## 1534 18.6461967 10.803946 1989-08-02   51065
## 1535 18.6461967 11.734008 2015-09-02   51065
## 1536 18.6461967  5.045383 1985-04-03   51065
## 1537 18.6461967  6.786484 2017-04-03   51065
## 1538 18.6461967 12.836780 1993-10-04   51065
## 1539 18.6461967  8.126413 1990-03-05   51065
## 1540 18.6461967 12.428213 1994-09-05   51065
## 1541 18.6461967 12.973145 1987-10-05   51065
## 1542 18.6461967  7.617010 1995-03-06   51065
## 1543 18.6461967  6.306676 2003-05-06   51065
## 1544 18.6461967  6.931505 1993-06-06   51065
## 1545 18.6461967  7.655543 1994-02-07   51065
## 1546 18.6461967  8.119274 1993-02-08   51065
## 1547 18.6461967 13.138679 1998-10-08   51065
## 1548 18.6461967 11.738046 1987-12-08   51065
## 1549 18.6461967 11.660283 1988-12-08   51065
## 1550 18.6461967  5.382200 2018-05-09   51065
## 1551 18.6461967 12.632899 2016-09-09   51065
## 1552 18.6461967 12.583666 1991-09-10   51065
## 1553 18.6461967 13.965133 1990-10-10   51065
## 1554 18.6461967  6.220352 1991-03-11   51065
## 1555 18.6461967 13.668549 2013-10-11   51065
## 1556 18.6461967 14.067435 2014-11-12   51065
## 1557 18.6461967 11.690549 1985-12-12   51065
## 1558 18.6461967  6.121163 1996-03-13   51065
## 1559 18.6461967 13.900746 2017-10-13   51065
## 1560 18.6461967  8.355576 1992-02-14   51065
## 1561 18.6461967  7.330271 2000-03-14   51065
## 1562 18.6461967  6.823036 1994-06-14   51065
## 1563 18.6461967  9.844734 1985-08-14   51065
## 1564 18.6461967 14.649923 2003-10-14   51065
## 1565 18.6461967 11.633910 1986-12-15   51065
## 1566 18.6461967  7.511995 1986-07-16   51065
## 1567 18.6461967 13.126511 1992-09-16   51065
## 1568 18.6461967 12.677048 2012-11-16   51065
## 1569 18.6461967 11.743065 1996-12-17   51065
## 1570 18.6461967        NA 2018-09-18   51065
## 1571 18.6461967  7.240706 2016-04-19   51065
## 1572 18.6461967  6.230411 1988-05-19   51065
## 1573 18.6461967  6.564479 1991-06-19   51065
## 1574 18.6461967  5.121850 1986-03-20   51065
## 1575 18.6461967 10.426946 1990-07-21   51065
## 1576 18.6461967  6.300092 2015-05-22   51065
## 1577 18.6461967  6.170017 1987-06-22   51065
## 1578 18.6461967 13.842715 1995-09-22   51065
## 1579 18.6461967 13.418185 1997-09-22   51065
## 1580 18.6461967 12.886871 2000-11-22   51065
## 1581 18.6461967  5.784621 2006-05-25   51065
## 1582 18.6461967  6.984197 1997-02-27   51065
## 1583 18.6461967  7.447155 1998-05-27   51065
## 1584 18.6461967  4.539985 2013-04-29   51065
## 1585 18.6461967 12.993245 2002-11-30   51065
## 1586 18.6461967  6.889185 2012-05-31   51065
## 1587 18.6461967 15.193639 2006-10-31   51065
## 1588  3.6022840  3.209423 1986-05-01   51097
## 1589  3.6022840  5.103926 2009-05-01   51097
## 1590  3.6022840 12.979971 2010-11-02   51097
## 1591  3.6022840 12.430000 2015-11-03   51097
## 1592  3.6022840  5.891349 1991-03-04   51097
## 1593  3.6022840 12.250231 2014-09-04   51097
## 1594  3.6022840  5.628202 2015-05-06   51097
## 1595  3.6022840  7.072380 1989-06-06   51097
## 1596  3.6022840 13.179210 1999-10-06   51097
## 1597  3.6022840  5.216535 2006-04-07   51097
## 1598  3.6022840  4.287912 2013-05-07   51097
## 1599  3.6022840  7.075255 1995-03-08   51097
## 1600  3.6022840 12.563866 2017-09-08   51097
## 1601  3.6022840 13.261710 1990-10-08   51097
## 1602  3.6022840  4.921352 1994-05-09   51097
## 1603  3.6022840 12.317133 1988-10-11   51097
## 1604  3.6022840        NA 2018-10-11   51097
## 1605  3.6022840  8.931185 1986-08-12   51097
## 1606  3.6022840  6.911022 2000-03-13   51097
## 1607  3.6022840  4.351898 1987-04-13   51097
## 1608  3.6022840  4.356608 2010-05-13   51097
## 1609  3.6022840  6.523808 2014-05-13   51097
## 1610  3.6022840 12.827841 1995-09-13   51097
## 1611  3.6022840 12.267540 2002-09-13   51097
## 1612  3.6022840 12.818125 1991-10-13   51097
## 1613  3.6022840 11.884214 1986-11-13   51097
## 1614  3.6022840 10.431904 2012-08-14   51097
## 1615  3.6022840 12.991406 2008-10-14   51097
## 1616  3.6022840 12.106552 2012-11-14   51097
## 1617  3.6022840  7.591191 1992-06-15   51097
## 1618  3.6022840 11.050610 2011-08-15   51097
## 1619  3.6022840  6.361647 1999-03-16   51097
## 1620  3.6022840  6.067821 2008-05-16   51097
## 1621  3.6022840  4.630112 2018-05-16   51097
## 1622  3.6022840 13.239371 2003-09-16   51097
## 1623  3.6022840  7.674861 1992-02-17   51097
## 1624  3.6022840  6.246385 2004-03-17   51097
## 1625  3.6022840  5.669579 2003-04-17   51097
## 1626  3.6022840  7.033885 1997-06-17   51097
## 1627  3.6022840 12.313877 1998-11-18   51097
## 1628  3.6022840 13.078190 2009-11-18   51097
## 1629  3.6022840  6.451477 1987-02-19   51097
## 1630  3.6022840  8.118986 1990-06-19   51097
## 1631  3.6022840  7.171301 1990-03-20   51097
## 1632  3.6022840  6.779319 2007-04-20   51097
## 1633  3.6022840  4.058097 1996-05-20   51097
## 1634  3.6022840 12.227322 2001-09-20   51097
## 1635  3.6022840 13.391376 2006-09-20   51097
## 1636  3.6022840  7.279247 2012-03-21   51097
## 1637  3.6022840  6.705701 2016-04-21   51097
## 1638  3.6022840  7.275554 1988-06-21   51097
## 1639  3.6022840 13.542486 2005-10-21   51097
## 1640  3.6022840 11.390334 2000-12-21   51097
## 1641  3.6022840  7.305331 1988-02-22   51097
## 1642  3.6022840  6.152074 1998-04-22   51097
## 1643  3.6022840 11.143298 1994-08-22   51097
## 1644  3.6022840 11.323111 1993-11-22   51097
## 1645  3.6022840  6.155225 2002-04-23   51097
## 1646  3.6022840  8.287179 1991-07-23   51097
## 1647  3.6022840 12.785691 2011-09-23   51097
## 1648  3.6022840 12.765908 2016-09-23   51097
## 1649  3.6022840 12.660728 1996-10-23   51097
## 1650  3.6022840  4.253470 1985-04-24   51097
## 1651  3.6022840  6.177115 2017-04-24   51097
## 1652  3.6022840 13.284493 2013-10-24   51097
## 1653  3.6022840 11.724350 1985-11-25   51097
## 1654  3.6022840  9.399662 1993-07-26   51097
## 1655  3.6022840 12.742427 2007-09-26   51097
## 1656  3.6022840 12.279323 1987-10-26   51097
## 1657  3.6022840  4.799251 2011-04-27   51097
## 1658  3.6022840  5.980619 2005-04-28   51097
## 1659  3.6022840  8.398318 1987-07-28   51097
## 1660  3.6022840 13.377049 1997-10-28   51097
## 1661  3.6022840 10.321989 1985-08-29   51097
## 1662  3.6022840  5.215052 1993-03-30   51097
## 1663  3.6022840 12.871847 1992-10-31   51097
## 1664  3.2373385  8.940497 2012-03-01   51122
## 1665  3.2373385  6.488048 2000-05-02   51122
## 1666  3.2373385 10.659822 1993-08-02   51122
## 1667  3.2373385 11.394561 2011-08-02   51122
## 1668  3.2373385 12.864756 2004-09-02   51122
## 1669  3.2373385 14.085407 2017-10-02   51122
## 1670  3.2373385 13.539228 1994-12-05   51122
## 1671  3.2373385 14.282535 1997-10-06   51122
## 1672  3.2373385  7.361784 1998-04-07   51122
## 1673  3.2373385  5.413417 1991-05-07   51122
## 1674  3.2373385 12.831669 2010-09-07   51122
## 1675  3.2373385 13.532838 1998-10-07   51122
## 1676  3.2373385  6.118277 2011-03-08   51122
## 1677  3.2373385  6.656851 2008-05-09   51122
## 1678  3.2373385 10.840643 2012-08-09   51122
## 1679  3.2373385 14.291235 1999-11-09   51122
## 1680  3.2373385  6.277178 1993-05-10   51122
## 1681  3.2373385        NA 2018-07-10   51122
## 1682  3.2373385        NA 2018-10-10   51122
## 1683  3.2373385 12.853618 1993-11-10   51122
## 1684  3.2373385 13.505904 2015-11-10   51122
## 1685  3.2373385  5.936868 1994-05-12   51122
## 1686  3.2373385  6.009674 2009-05-12   51122
## 1687  3.2373385  6.196374 2013-03-13   51122
## 1688  3.2373385 13.707361 1991-11-14   51122
## 1689  3.2373385 15.181107 2006-11-14   51122
## 1690  3.2373385  7.178950 2017-05-15   51122
## 1691  3.2373385 10.014616 1992-07-16   51122
## 1692  3.2373385 12.638984 2017-08-16   51122
## 1693  3.2373385 14.025415 2007-10-17   51122
## 1694  3.2373385  6.936594 2004-05-18   51122
## 1695  3.2373385 14.391072 2011-10-18   51122
## 1696  3.2373385  5.244650 2010-05-19   51122
## 1697  3.2373385  6.287027 1997-05-20   51122
## 1698  3.2373385 13.627104 2016-09-20   51122
## 1699  3.2373385  6.736869 1992-05-21   51122
## 1700  3.2373385 14.502341 2014-10-21   51122
## 1701  3.2373385  7.007188 1995-05-22   51122
## 1702  3.2373385  5.152805 2018-05-22   51122
## 1703  3.2373385  8.962900 1991-07-22   51122
## 1704  3.2373385 13.677706 2009-09-22   51122
## 1705  3.2373385 14.082413 2008-10-22   51122
## 1706  3.2373385  7.791239 2014-05-23   51122
## 1707  3.2373385 13.581092 1996-10-23   51122
## 1708  3.2373385 13.306600 2012-10-23   51122
## 1709  3.2373385 11.534775 1992-12-23   51122
## 1710  3.2373385  7.689708 2007-04-24   51122
## 1711  3.2373385  6.667187 2015-04-24   51122
## 1712  3.2373385 15.150815 1995-10-24   51122
## 1713  3.2373385  7.574857 2016-04-25   51122
## 1714  3.2373385  7.426931 1999-05-25   51122
## 1715  3.2373385 14.179389 2013-10-25   51122
## 1716  1.9348647  2.861494 1986-05-01   51357
## 1717  1.9348647  4.758341 2009-05-01   51357
## 1718  1.9348647  6.758001 1998-06-01   51357
## 1719  1.9348647  5.373535 2000-05-02   51357
## 1720  1.9348647  6.500647 2003-03-04   51357
## 1721  1.9348647  6.345966 2002-04-04   51357
## 1722  1.9348647 12.425338 2001-10-04   51357
## 1723  1.9348647  7.179162 1990-03-06   51357
## 1724  1.9348647 11.690624 1989-09-06   51357
## 1725  1.9348647  6.706212 1995-03-08   51357
## 1726  1.9348647  4.774269 1991-04-08   51357
## 1727  1.9348647 12.892515 1990-10-08   51357
## 1728  1.9348647  4.556614 1994-05-09   51357
## 1729  1.9348647 11.674832 2010-09-09   51357
## 1730  1.9348647  7.755103 1992-02-10   51357
## 1731  1.9348647 10.670693 1987-12-10   51357
## 1732  1.9348647 11.960411 1988-10-11   51357
## 1733  1.9348647  4.649469 2006-04-12   51357
## 1734  1.9348647 12.808848 2009-10-12   51357
## 1735  1.9348647  4.003369 1987-04-13   51357
## 1736  1.9348647 12.457760 1995-09-13   51357
## 1737  1.9348647 11.909083 2002-09-13   51357
## 1738  1.9348647 12.460071 1991-10-13   51357
## 1739  1.9348647  4.641935 1993-04-14   51357
## 1740  1.9348647 12.629977 2008-10-14   51357
## 1741  1.9348647 12.914390 1983-11-14   51357
## 1742  1.9348647 11.738090 2012-11-14   51357
## 1743  1.9348647 10.213562 1994-08-15   51357
## 1744  1.9348647  6.002011 1999-03-16   51357
## 1745  1.9348647  3.634830 1996-05-16   51357
## 1746  1.9348647  5.705994 2008-05-16   51357
## 1747  1.9348647 11.791620 1997-09-16   51357
## 1748  1.9348647 11.292838 1993-11-16   51357
## 1749  1.9348647  6.754153 1998-03-17   51357
## 1750  1.9348647  7.518472 1991-07-17   51357
## 1751  1.9348647  8.823390 1997-07-17   51357
## 1752  1.9348647 12.691160 2000-10-18   51357
## 1753  1.9348647 11.944526 1998-11-18   51357
## 1754  1.9348647  7.760772 1990-06-19   51357
## 1755  1.9348647 10.046675 1997-08-19   51357
## 1756  1.9348647  6.419758 2007-04-20   51357
## 1757  1.9348647 13.022144 2006-09-20   51357
## 1758  1.9348647  6.923322 2012-03-21   51357
## 1759  1.9348647  6.919800 1988-06-21   51357
## 1760  1.9348647 11.508453 1985-11-21   51357
## 1761  1.9348647 11.448836 1996-09-23   51357
## 1762  1.9348647  3.915364 1985-04-24   51357
## 1763  1.9348647  7.579590 1992-06-24   51357
## 1764  1.9348647 13.246474 2003-09-24   51357
## 1765  1.9348647  5.127230 2011-05-25   51357
## 1766  1.9348647 10.999634 1982-08-25   51357
## 1767  1.9348647  4.065655 2010-04-26   51357
## 1768  1.9348647  9.043568 1993-07-26   51357
## 1769  1.9348647 11.910183 1987-10-26   51357
## 1770  1.9348647  9.002770 2000-01-27   51357
## 1771  1.9348647 12.808918 1999-09-27   51357
## 1772  1.9348647 12.860104 2011-10-28   51357
## 1773  1.9348647  5.612045 2015-05-29   51357
## 1774  1.9348647 12.501872 1992-10-31   51357
## 1775 12.4494716  6.847215 2008-04-01   51392
## 1776 12.4494716  7.217783 1992-06-01   51392
## 1777 12.4494716 12.191990 2016-09-01   51392
## 1778 12.4494716 12.887047 1996-10-01   51392
## 1779 12.4494716        NA 2018-10-01   51392
## 1780 12.4494716 12.860130 1985-10-02   51392
## 1781 12.4494716  5.834728 2018-05-03   51392
## 1782 12.4494716 10.844121 2013-09-03   51392
## 1783 12.4494716 14.010127 2004-11-03   51392
## 1784 12.4494716  7.616194 2007-05-04   51392
## 1785 12.4494716 12.552702 2002-09-04   51392
## 1786 12.4494716  5.024453 2010-05-05   51392
## 1787 12.4494716 13.804553 2009-10-05   51392
## 1788 12.4494716 14.111107 1990-11-05   51392
## 1789 12.4494716  7.673925 2016-04-06   51392
## 1790 12.4494716 12.245011 1986-10-06   51392
## 1791 12.4494716 13.488041 2000-10-06   51392
## 1792 12.4494716 12.850068 2012-11-06   51392
## 1793 12.4494716  6.387349 2003-04-07   51392
## 1794 12.4494716 12.582428 1993-11-08   51392
## 1795 12.4494716 13.648595 2001-10-09   51392
## 1796 12.4494716 13.891486 2017-10-09   51392
## 1797 12.4494716 14.047175 1997-10-10   51392
## 1798 12.4494716 14.509773 1995-11-10   51392
## 1799 12.4494716  6.567336 2000-04-11   51392
## 1800 12.4494716  7.197180 2014-04-11   51392
## 1801 12.4494716  6.920886 2017-04-11   51392
## 1802 12.4494716 11.121210 2000-01-12   51392
## 1803 12.4494716 11.076494 1995-01-13   51392
## 1804 12.4494716 10.140023 2013-08-13   51392
## 1805 12.4494716 14.070534 2011-10-13   51392
## 1806 12.4494716  6.675515 2012-05-14   51392
## 1807 12.4494716  9.533868 1993-07-14   51392
## 1808 12.4494716 12.207966 2015-09-14   51392
## 1809 12.4494716  7.190339 2005-03-15   51392
## 1810 12.4494716  5.010035 1985-04-15   51392
## 1811 12.4494716  7.713133 1988-06-15   51392
## 1812 12.4494716  8.413756 1992-02-16   51392
## 1813 12.4494716        NA 2018-07-16   51392
## 1814 12.4494716  9.758419 1989-07-17   51392
## 1815 12.4494716 13.088556 1998-11-17   51392
## 1816 12.4494716  4.797406 1996-04-18   51392
## 1817 12.4494716  5.211888 2011-04-18   51392
## 1818 12.4494716  7.309181 1990-05-18   51392
## 1819 12.4494716 12.785065 2008-09-18   51392
## 1820 12.4494716 11.753631 1985-12-18   51392
## 1821 12.4494716  6.834448 2002-04-19   51392
## 1822 12.4494716  4.796349 2013-04-19   51392
## 1823 12.4494716 10.407814 1990-07-19   51392
## 1824 12.4494716  7.536238 1991-02-20   51392
## 1825 12.4494716  6.552497 2015-04-20   51392
## 1826 12.4494716 13.120535 1987-10-20   51392
## 1827 12.4494716 15.204039 2006-10-20   51392
## 1828 12.4494716  6.309051 2006-03-21   51392
## 1829 12.4494716 13.503794 2005-09-21   51392
## 1830 12.4494716  3.866423 1986-04-22   51392
## 1831 12.4494716  6.810244 1995-05-22   51392
## 1832 12.4494716 13.659634 2007-10-22   51392
## 1833 12.4494716 13.614309 2014-09-23   51392
## 1834 12.4494716  5.585251 1987-03-24   51392
## 1835 12.4494716  7.779697 1988-02-25   51392
## 1836 12.4494716  7.994371 1999-02-26   51392
## 1837 12.4494716  7.507525 1998-03-26   51392
## 1838 12.4494716  5.880753 2009-03-26   51392
## 1839 12.4494716  6.455496 1997-05-27   51392
## 1840 12.4494716  9.206220 2017-06-27   51392
## 1841 12.4494716 13.468801 1982-09-27   51392
## 1842 12.4494716  6.513485 2004-04-28   51392
## 1843 12.4494716 13.334474 2010-09-28   51392
## 1844 12.4494716  9.472199 1991-07-29   51392
## 1845 12.4494716 13.687069 1992-09-29   51392
## 1846 12.4494716 14.318852 2003-10-29   51392
## 1847 12.4494716  5.885718 1993-03-30   51392
## 1848 12.4494716  5.532015 1994-03-30   51392
## 1849 12.4494716 13.512248 1989-11-30   51392
## 1850 12.4494716 13.611662 1991-10-31   51392
## 1851  0.7113656  4.719331 2013-05-01   51634
## 1852  0.7113656 14.606545 2003-10-01   51634
## 1853  0.7113656  5.354198 2001-05-03   51634
## 1854  0.7113656 11.337087 1986-09-04   51634
## 1855  0.7113656  8.466111 1993-02-05   51634
## 1856  0.7113656 11.583933 1992-08-05   51634
## 1857  0.7113656 14.675530 1995-11-05   51634
## 1858  0.7113656  9.758327 1987-08-06   51634
## 1859  0.7113656  7.764536 1989-03-07   51634
## 1860  0.7113656  9.240808 1993-07-07   51634
## 1861  0.7113656 14.097985 1992-10-07   51634
## 1862  0.7113656 13.789706 2007-10-08   51634
## 1863  0.7113656  5.949994 1991-04-09   51634
## 1864  0.7113656  7.949558 1991-07-09   51634
## 1865  0.7113656 12.455215 2000-09-09   51634
## 1866  0.7113656 13.186309 1999-12-10   51634
## 1867  0.7113656  6.325708 1985-03-11   51634
## 1868  0.7113656  6.831718 1994-06-11   51634
## 1869  0.7113656 11.631038 1985-09-11   51634
## 1870  0.7113656 12.304925 2015-09-11   51634
## 1871  0.7113656 14.080821 2005-10-11   51634
## 1872  0.7113656  6.946717 1992-03-13   51634
## 1873  0.7113656  6.669733 1997-03-13   51634
## 1874  0.7113656  7.309751 1998-05-13   51634
## 1875  0.7113656  6.783005 2002-05-13   51634
## 1876  0.7113656 13.761679 2008-10-13   51634
## 1877  0.7113656  6.224436 2003-04-15   51634
## 1878  0.7113656 13.654243 1991-10-15   51634
## 1879  0.7113656 12.412028 2013-09-16   51634
## 1880  0.7113656  6.842800 1995-04-17   51634
## 1881  0.7113656  7.490070 2007-04-17   51634
## 1882  0.7113656 12.849866 1998-09-17   51634
## 1883  0.7113656  6.763412 2000-05-18   51634
## 1884  0.7113656 15.274356 2006-10-18   51634
## 1885  0.7113656  7.222368 1987-02-19   51634
## 1886  0.7113656  5.236578 1994-04-19   51634
## 1887  0.7113656 13.788808 1997-11-19   51634
## 1888  0.7113656 13.475104 1989-09-20   51634
## 1889  0.7113656 13.718615 1994-10-20   51634
## 1890  0.7113656  6.669659 2005-04-21   51634
## 1891  0.7113656  6.456259 1988-03-22   51634
## 1892  0.7113656  5.634244 2009-04-22   51634
## 1893  0.7113656 12.685286 1988-09-22   51634
## 1894  0.7113656 13.706840 2004-09-22   51634
## 1895  0.7113656 13.420162 1996-11-22   51634
## 1896  0.7113656  6.382373 2004-04-23   51634
## 1897  0.7113656  6.992593 1986-02-24   51634
## 1898  0.7113656  6.302063 2008-04-25   51634
## 1899  0.7113656 13.781544 1990-11-26   51634
## 1900  0.7113656  7.634378 1990-03-27   51634
## 1901  0.7113656  5.496103 2006-04-27   51634
## 1902  0.7113656  6.432028 2015-04-27   51634
## 1903  0.7113656 13.311575 2002-11-28   51634
## 1904  0.7113656 13.030492 1990-08-30   51634
## 1905  0.7113656 13.894031 2009-09-30   51634
## 1906  1.4082478 11.462162 1988-12-01   52265
## 1907  1.4082478  7.962350 1997-07-02   52265
## 1908  1.4082478 12.971064 2002-10-02   52265
## 1909  1.4082478 12.714866 2013-10-02   52265
## 1910  1.4082478  4.542099 1986-06-03   52265
## 1911  1.4082478 12.648828 1994-10-03   52265
## 1912  1.4082478 10.275179 1988-01-04   52265
## 1913  1.4082478  7.367163 1987-02-04   52265
## 1914  1.4082478  4.325400 2010-05-04   52265
## 1915  1.4082478  5.780916 1985-03-05   52265
## 1916  1.4082478 13.023556 2010-10-05   52265
## 1917  1.4082478  7.538796 1990-03-07   52265
## 1918  1.4082478  4.272536 2013-05-07   52265
## 1919  1.4082478  6.982938 1995-03-08   52265
## 1920  1.4082478  6.015712 2015-04-09   52265
## 1921  1.4082478  5.747527 1991-03-11   52265
## 1922  1.4082478  5.688593 1991-06-11   52265
## 1923  1.4082478 11.591704 1996-12-11   52265
## 1924  1.4082478 13.817363 1995-10-12   52265
## 1925  1.4082478 12.675667 1998-11-12   52265
## 1926  1.4082478 12.338060 2015-10-13   52265
## 1927  1.4082478  7.886641 1990-06-14   52265
## 1928  1.4082478  7.463932 2016-03-15   52265
## 1929  1.4082478  7.066360 1993-02-17   52265
## 1930  1.4082478  7.096444 1998-03-17   52265
## 1931  1.4082478  9.569815 1989-01-18   52265
## 1932  1.4082478  7.110895 2007-05-18   52265
## 1933  1.4082478 12.326665 1991-09-18   52265
## 1934  1.4082478  7.534579 1992-02-19   52265
## 1935  1.4082478 13.426849 2004-10-19   52265
## 1936  1.4082478 12.024354 1985-11-19   52265
## 1937  1.4082478  9.331024 1989-07-20   52265
## 1938  1.4082478  9.509325 1992-07-20   52265
## 1939  1.4082478  7.228001 1993-06-21   52265
## 1940  1.4082478 12.723017 1992-09-21   52265
## 1941  1.4082478 13.522812 1997-10-21   52265
## 1942  1.4082478  6.012001 1994-02-22   52265
## 1943  1.4082478 11.975160 1993-09-23   52265
## 1944  1.4082478  6.296137 2000-05-24   52265
## 1945  1.4082478        NA 2018-09-24   52265
## 1946  1.4082478 13.471915 2016-10-24   52265
## 1947  1.4082478 12.902353 1990-09-25   52265
## 1948  1.4082478 12.919408 2007-10-25   52265
## 1949  1.4082478  4.119332 1996-04-26   52265
## 1950  1.4082478 12.865972 2013-11-26   52265
## 1951  1.4082478 13.551705 1999-10-27   52265
## 1952  1.4082478  5.827098 2004-03-29   52265
## 1953  1.4082478  7.289345 1994-06-29   52265
## 1954  1.4082478  8.341080 1985-07-29   52265
## 1955  1.4082478  4.167979 1985-04-30   52265
## 1956  1.4082478  3.994043 2018-05-30   52265
## 1957  1.4082478  7.616885 1988-06-30   52265
## 1958  1.4082478 12.250224 2000-11-30   52265
## 1959  1.4082478 12.946676 2001-11-30   52265
## 1960  0.7113656 13.851439 2004-10-01   52480
## 1961  0.7113656  6.323458 2004-04-02   52480
## 1962  0.7113656  6.654342 1995-04-03   52480
## 1963  0.7113656  5.170042 2001-05-03   52480
## 1964  0.7113656 13.720063 1989-10-03   52480
## 1965  0.7113656 12.486328 1993-11-03   52480
## 1966  0.7113656  5.137776 2006-05-04   52480
## 1967  0.7113656 13.360297 2001-10-04   52480
## 1968  0.7113656  7.458308 2007-04-05   52480
## 1969  0.7113656  5.950864 1993-05-05   52480
## 1970  0.7113656  6.093473 2015-05-05   52480
## 1971  0.7113656 11.395888 1992-08-05   52480
## 1972  0.7113656  4.884163 2010-05-06   52480
## 1973  0.7113656 13.025823 1985-11-06   52480
## 1974  0.7113656  6.202818 2008-05-07   52480
## 1975  0.7113656  6.865148 2014-05-07   52480
## 1976  0.7113656 13.627274 2010-10-07   52480
## 1977  0.7113656 11.579052 1990-08-08   52480
## 1978  0.7113656  5.443751 1994-05-09   52480
## 1979  0.7113656  7.344023 1996-07-10   52480
## 1980  0.7113656 10.709961 1993-08-10   52480
## 1981  0.7113656 12.524269 1987-11-10   52480
## 1982  0.7113656  6.110710 1988-05-12   52480
## 1983  0.7113656  5.330183 1986-06-12   52480
## 1984  0.7113656 11.644295 1997-08-12   52480
## 1985  0.7113656 12.557947 1986-11-12   52480
## 1986  0.7113656 13.329014 1999-09-13   52480
## 1987  0.7113656 13.931152 2005-10-13   52480
## 1988  0.7113656 13.823768 2009-10-13   52480
## 1989  0.7113656 14.416557 1995-11-14   52480
## 1990  0.7113656  7.585805 2002-03-15   52480
## 1991  0.7113656  7.013829 2005-03-16   52480
## 1992  0.7113656  6.087623 2003-04-16   52480
## 1993  0.7113656 13.909139 1990-11-16   52480
## 1994  0.7113656 13.126906 1992-11-16   52480
## 1995  0.7113656 12.645071 2008-09-17   52480
## 1996  0.7113656  6.596520 2018-04-18   52480
## 1997  0.7113656  6.594682 2000-05-18   52480
## 1998  0.7113656 12.333864 2015-09-18   52480
## 1999  0.7113656 13.639866 2007-10-18   52480
## 2000  0.7113656 11.675312 1996-12-19   52480
## 2001  0.7113656  8.299655 1989-06-20   52480
## 2002  0.7113656  5.296898 1987-05-21   52480
## 2003  0.7113656  6.540752 1992-05-21   52480
## 2004  0.7113656  7.310794 1998-05-21   52480
## 2005  0.7113656 13.160425 1991-11-21   52480
## 2006  0.7113656 14.619834 2006-11-21   52480
## 2007  0.7113656 12.471808 1994-12-21   52480
## 2008  0.7113656  5.444773 2009-04-22   52480
## 2009  0.7113656  4.887276 1985-05-23   52480
## 2010  0.7113656  5.520759 1991-05-23   52480
## 2011  0.7113656 13.045823 1988-10-24   52480
## 2012  0.7113656 12.493738 1998-11-25   52480
## 2013  0.7113656 13.927936 2003-11-25   52480
## 2014  0.7113656  9.882948 1994-07-27   52480
## 2015  0.7113656 13.466114 1997-11-27   52480
## 2016  0.7113656 12.771946 2000-11-28   52480
## 2017  0.7113656        NA 2018-10-30   52480
## 2018  0.7113656 13.039042 2002-11-30   52480
## 2019 12.4494716  6.949518 1990-05-01   52491
## 2020 12.4494716  6.584499 2003-04-03   52491
## 2021 12.4494716 12.317808 2008-09-03   52491
## 2022 12.4494716 13.972986 1989-10-03   52491
## 2023 12.4494716  6.456655 1987-03-05   52491
## 2024 12.4494716  6.917529 1997-03-05   52491
## 2025 12.4494716  6.610957 2013-03-05   52491
## 2026 12.4494716  9.729928 1990-07-05   52491
## 2027 12.4494716 14.450287 1995-10-05   52491
## 2028 12.4494716 13.783437 2007-10-05   52491
## 2029 12.4494716 13.948835 2009-10-05   52491
## 2030 12.4494716  8.637209 1988-07-06   52491
## 2031 12.4494716 13.618776 2000-10-06   52491
## 2032 12.4494716 13.371334 1998-10-07   52491
## 2033 12.4494716 14.612244 2003-10-07   52491
## 2034 12.4494716 13.764256 1991-11-07   52491
## 2035 12.4494716  8.405564 1993-02-08   52491
## 2036 12.4494716  6.573567 2000-05-09   52491
## 2037 12.4494716  6.887270 1994-06-09   52491
## 2038 12.4494716  7.050781 1995-04-10   52491
## 2039 12.4494716  7.518450 1993-06-10   52491
## 2040 12.4494716 12.088048 1987-09-10   52491
## 2041 12.4494716 13.373034 1997-09-10   52491
## 2042 12.4494716  7.285973 2012-04-11   52491
## 2043 12.4494716 13.939287 2011-11-11   52491
## 2044 12.4494716 11.824871 1988-12-12   52491
## 2045 12.4494716  6.968446 1994-06-13   52491
## 2046 12.4494716 13.515506 2005-09-14   52491
## 2047 12.4494716  8.599493 1988-02-15   52491
## 2048 12.4494716  6.171734 1987-06-15   52491
## 2049 12.4494716 14.387648 1990-10-15   52491
## 2050 12.4494716 12.932212 2012-11-15   52491
## 2051 12.4494716  6.873830 2008-05-16   52491
## 2052 12.4494716  7.238408 1994-02-17   52491
## 2053 12.4494716  6.725306 1989-04-17   52491
## 2054 12.4494716 13.251141 2010-09-17   52491
## 2055 12.4494716  6.701301 1992-03-18   52491
## 2056 12.4494716  6.789077 1991-06-18   52491
## 2057 12.4494716 13.268727 2002-09-18   52491
## 2058 12.4494716  7.602201 2007-04-19   52491
## 2059 12.4494716 13.856838 2013-11-19   52491
## 2060 12.4494716 13.043786 1994-09-21   52491
## 2061 12.4494716 13.727497 2004-09-23   52491
## 2062 12.4494716  6.876589 1999-03-24   52491
## 2063 12.4494716  6.700759 2004-03-24   52491
## 2064 12.4494716  5.780130 2010-03-24   52491
## 2065 12.4494716  4.870350 1996-04-24   52491
## 2066 12.4494716  7.114023 2014-04-24   52491
## 2067 12.4494716 13.480516 1996-10-24   52491
## 2068 12.4494716  7.011578 2005-05-25   52491
## 2069 12.4494716 13.284859 2001-09-26   52491
## 2070 12.4494716  5.370590 2011-03-28   52491
## 2071 12.4494716  7.021564 1998-04-28   52491
## 2072 12.4494716 13.826932 1992-09-29   52491
## 2073 12.4494716 14.047609 2014-09-29   52491
## 2074 12.4494716  9.759850 1991-01-30   52491
## 2075 12.4494716  9.117949 1992-06-30   52491
## 2076 12.4494716 12.956813 1993-09-30   52491
## 2077 16.9800748 11.235472 1990-08-01   52718
## 2078 16.9800748  4.640442 1996-05-02   52718
## 2079 16.9800748 11.212076 1985-09-03   52718
## 2080 16.9800748 13.483684 1994-11-04   52718
## 2081 16.9800748 14.140160 1990-11-05   52718
## 2082 16.9800748  8.457613 1994-07-06   52718
## 2083 16.9800748 11.426175 1990-08-06   52718
## 2084 16.9800748  7.326729 1987-07-08   52718
## 2085 16.9800748  7.790252 1991-07-08   52718
## 2086 16.9800748  7.126541 1990-05-10   52718
## 2087 16.9800748  5.136673 1994-04-12   52718
## 2088 16.9800748  6.609038 2005-05-12   52718
## 2089 16.9800748 12.608352 1987-11-12   52718
## 2090 16.9800748  7.495103 1988-06-13   52718
## 2091 16.9800748 11.920592 1992-08-13   52718
## 2092 16.9800748  7.752908 1998-03-16   52718
## 2093 16.9800748  7.255890 2014-05-16   52718
## 2094 16.9800748        NA 2018-11-16   52718
## 2095 16.9800748 12.969507 1993-10-17   52718
## 2096 16.9800748 14.143591 2017-10-17   52718
## 2097 16.9800748  6.182541 2008-04-18   52718
## 2098 16.9800748  8.371355 1992-06-18   52718
## 2099 16.9800748 14.088208 2016-10-18   52718
## 2100 16.9800748 13.222697 2015-11-18   52718
## 2101 16.9800748  7.347351 2016-04-19   52718
## 2102 16.9800748 13.837427 1995-09-20   52718
## 2103 16.9800748 14.170412 1997-10-20   52718
## 2104 16.9800748  7.866363 1993-06-21   52718
## 2105 16.9800748 13.595645 1991-10-21   52718
## 2106 16.9800748 12.523325 1988-11-21   52718
## 2107 16.9800748  5.816790 1993-04-22   52718
## 2108 16.9800748  6.436592 2015-05-22   52718
## 2109 16.9800748  6.967195 1986-07-22   52718
## 2110 16.9800748  6.684551 1995-04-23   52718
## 2111 16.9800748  8.465019 1985-07-23   52718
## 2112 16.9800748 13.000309 1998-09-23   52718
## 2113 16.9800748 13.997079 2005-11-23   52718
## 2114 16.9800748  5.329676 1991-04-24   52718
## 2115 16.9800748 13.386820 1996-10-24   52718
## 2116 16.9800748  6.763962 2017-04-25   52718
## 2117 16.9800748 13.658028 1989-09-25   52718
## 2118 16.9800748  5.956991 1986-06-26   52718
## 2119 16.9800748 12.808556 1992-11-26   52718
## 2120 16.9800748  8.987178 1993-07-27   52718
## 2121 16.9800748  5.987957 1992-04-29   52718
## 2122 16.9800748  5.714292 1997-04-29   52718
## 2123 16.9800748 13.414142 1999-11-29   52718
## 2124 16.9800748  6.885168 1989-03-30   52718
## 2125 16.9800748  4.644046 2018-05-30   52718
## 2126 16.9800748 13.702392 2008-10-30   52718
## 2127  0.7113656 14.610161 2003-10-01   53594
## 2128  0.7113656 14.437550 2016-11-01   53594
## 2129  0.7113656  7.341967 2014-04-02   53594
## 2130  0.7113656  4.788011 2013-05-02   53594
## 2131  0.7113656  5.378066 2001-05-03   53594
## 2132  0.7113656 11.340760 1986-09-04   53594
## 2133  0.7113656  8.486155 1993-02-05   53594
## 2134  0.7113656 11.594728 1992-08-05   53594
## 2135  0.7113656  9.773323 1987-08-06   53594
## 2136  0.7113656  7.831358 1989-03-07   53594
## 2137  0.7113656  9.263588 1993-07-07   53594
## 2138  0.7113656 14.081383 1992-10-07   53594
## 2139  0.7113656 14.402904 2017-11-07   53594
## 2140  0.7113656        NA 2018-11-07   53594
## 2141  0.7113656 13.073934 2011-09-08   53594
## 2142  0.7113656 13.788458 2007-10-08   53594
## 2143  0.7113656 14.526204 1995-11-08   53594
## 2144  0.7113656  5.997480 1991-04-09   53594
## 2145  0.7113656  7.995087 1991-07-09   53594
## 2146  0.7113656 12.455462 2000-09-09   53594
## 2147  0.7113656 13.201145 1999-12-10   53594
## 2148  0.7113656  6.397200 1985-03-11   53594
## 2149  0.7113656  6.849151 1994-06-11   53594
## 2150  0.7113656 11.631814 1985-09-11   53594
## 2151  0.7113656 12.298194 2015-09-11   53594
## 2152  0.7113656 14.082718 2005-10-11   53594
## 2153  0.7113656  5.339967 2010-04-12   53594
## 2154  0.7113656  7.010052 1992-03-13   53594
## 2155  0.7113656  6.734011 1997-03-13   53594
## 2156  0.7113656  7.358772 1998-05-13   53594
## 2157  0.7113656  6.822613 2002-05-13   53594
## 2158  0.7113656 13.768670 2008-10-13   53594
## 2159  0.7113656 14.293594 2014-11-13   53594
## 2160  0.7113656  6.270488 2003-04-15   53594
## 2161  0.7113656  6.074706 2009-05-15   53594
## 2162  0.7113656  6.586049 2012-05-15   53594
## 2163  0.7113656  7.733884 1986-07-15   53594
## 2164  0.7113656 13.666291 1991-10-15   53594
## 2165  0.7113656 13.997404 2013-10-16   53594
## 2166  0.7113656  6.874332 1995-04-17   53594
## 2167  0.7113656  7.524546 2007-04-17   53594
## 2168  0.7113656 12.847574 1998-09-17   53594
## 2169  0.7113656  6.807345 2000-05-18   53594
## 2170  0.7113656 15.261096 2006-10-18   53594
## 2171  0.7113656  7.275668 1987-02-19   53594
## 2172  0.7113656  5.267277 1994-04-19   53594
## 2173  0.7113656 13.785132 1997-11-19   53594
## 2174  0.7113656  5.101933 1985-05-20   53594
## 2175  0.7113656 13.453351 1989-09-20   53594
## 2176  0.7113656 12.646355 2012-09-20   53594
## 2177  0.7113656 13.702853 1994-10-20   53594
## 2178  0.7113656  6.740613 2005-04-21   53594
## 2179  0.7113656  6.501931 1988-03-22   53594
## 2180  0.7113656  4.861475 2018-05-22   53594
## 2181  0.7113656 12.704140 1988-09-22   53594
## 2182  0.7113656 13.713684 2004-09-22   53594
## 2183  0.7113656 13.431700 1996-11-22   53594
## 2184  0.7113656  7.880989 2016-03-23   53594
## 2185  0.7113656  6.434253 2004-04-23   53594
## 2186  0.7113656  7.037436 1986-02-24   53594
## 2187  0.7113656  6.345482 2008-04-25   53594
## 2188  0.7113656 13.900964 2010-10-25   53594
## 2189  0.7113656 13.776105 1990-11-26   53594
## 2190  0.7113656  7.670970 1990-03-27   53594
## 2191  0.7113656  5.557854 2006-04-27   53594
## 2192  0.7113656  5.593426 2011-04-27   53594
## 2193  0.7113656  6.472019 2015-04-27   53594
## 2194  0.7113656  6.750267 1996-06-27   53594
## 2195  0.7113656 12.373037 1985-11-28   53594
## 2196  0.7113656  7.869569 2017-05-30   53594
## 2197  0.7113656 13.031663 1990-08-30   53594
## 2198  0.7113656 13.892261 2009-09-30   53594
## 2199  0.7113656 13.688890 2001-11-30   53594
## 2200  1.4082478 13.303372 2002-10-02   53846
## 2201  1.4082478  7.030589 2002-04-03   53846
## 2202  1.4082478  4.866451 1986-06-03   53846
## 2203  1.4082478 10.845466 1986-09-03   53846
## 2204  1.4082478 13.006592 1994-10-03   53846
## 2205  1.4082478  8.895716 1985-02-04   53846
## 2206  1.4082478  6.103482 1987-03-04   53846
## 2207  1.4082478  6.646750 2017-04-04   53846
## 2208  1.4082478  7.963423 1985-03-05   53846
## 2209  1.4082478        NA 2018-11-05   53846
## 2210  1.4082478  7.915980 1990-03-06   53846
## 2211  1.4082478 13.370913 2013-10-07   53846
## 2212  1.4082478  6.223732 1999-04-08   53846
## 2213  1.4082478  7.032431 1987-07-08   53846
## 2214  1.4082478 14.264491 2003-10-08   53846
## 2215  1.4082478  5.911839 2003-04-09   53846
## 2216  1.4082478 13.745302 2011-10-10   53846
## 2217  1.4082478 13.065446 1998-11-10   53846
## 2218  1.4082478  6.076239 1991-03-11   53846
## 2219  1.4082478  6.017035 1991-06-11   53846
## 2220  1.4082478 14.172068 1995-10-12   53846
## 2221  1.4082478  4.815888 2011-04-13   53846
## 2222  1.4082478  7.195801 1988-06-13   53846
## 2223  1.4082478 12.681465 2015-10-13   53846
## 2224  1.4082478  8.227195 1990-06-14   53846
## 2225  1.4082478  6.769123 2014-04-15   53846
## 2226  1.4082478 13.717672 1997-10-15   53846
## 2227  1.4082478  6.322976 2015-04-16   53846
## 2228  1.4082478  7.403773 1993-02-17   53846
## 2229  1.4082478  7.427283 1998-03-17   53846
## 2230  1.4082478  4.476249 1996-04-17   53846
## 2231  1.4082478 12.631524 1991-09-17   53846
## 2232  1.4082478 14.855610 2006-10-17   53846
## 2233  1.4082478 13.839545 2017-10-17   53846
## 2234  1.4082478  9.895117 1989-01-18   53846
## 2235  1.4082478  7.864124 1992-02-19   53846
## 2236  1.4082478 12.219449 2012-09-19   53846
## 2237  1.4082478 13.907502 2014-10-19   53846
## 2238  1.4082478 12.365051 1985-11-19   53846
## 2239  1.4082478  9.675341 1989-07-20   53846
## 2240  1.4082478  9.846825 1992-07-20   53846
## 2241  1.4082478  4.749076 2013-05-21   53846
## 2242  1.4082478  7.567679 1993-06-21   53846
## 2243  1.4082478 13.069419 1992-09-21   53846
## 2244  1.4082478  6.351877 1994-02-22   53846
## 2245  1.4082478  6.339607 2012-05-22   53846
## 2246  1.4082478  8.093399 1985-07-22   53846
## 2247  1.4082478 13.632448 2009-10-22   53846
## 2248  1.4082478 12.989311 1996-11-22   53846
## 2249  1.4082478  5.831934 2006-03-23   53846
## 2250  1.4082478  5.633583 2009-03-23   53846
## 2251  1.4082478 12.324187 1993-09-23   53846
## 2252  1.4082478  7.523922 2016-03-24   53846
## 2253  1.4082478  6.633823 2000-05-24   53846
## 2254  1.4082478  6.464267 1986-02-25   53846
## 2255  1.4082478 13.248030 1990-09-25   53846
## 2256  1.4082478  5.267301 1986-06-26   53846
## 2257  1.4082478 13.901716 2016-10-27   53846
## 2258  1.4082478 13.369852 1989-11-27   53846
## 2259  1.4082478 13.888862 1999-10-28   53846
## 2260  1.4082478  6.561862 1995-03-29   53846
## 2261  1.4082478  7.632527 1994-06-29   53846
## 2262  1.4082478  9.030766 1985-01-30   53846
## 2263  1.4082478  5.900985 1988-03-30   53846
## 2264  1.4082478  4.483808 1985-04-30   53846
## 2265  1.4082478  4.340594 2018-05-30   53846
## 2266  1.4082478  7.577229 1988-06-30   53846
## 2267  1.4082478  8.100760 1997-06-30   53846
## 2268  1.4082478 12.600461 2000-11-30   53846
## 2269 12.4494716  6.782362 1990-05-02   53961
## 2270 12.4494716  9.014345 1992-07-02   53961
## 2271 12.4494716  6.366815 2003-04-03   53961
## 2272 12.4494716 12.852487 1991-12-03   53961
## 2273 12.4494716  8.418641 1993-02-04   53961
## 2274 12.4494716 13.917831 2009-11-04   53961
## 2275 12.4494716  5.180184 2006-05-05   53961
## 2276 12.4494716 13.911472 1992-10-05   53961
## 2277 12.4494716 14.268807 1995-10-05   53961
## 2278 12.4494716 13.442700 2000-10-06   53961
## 2279 12.4494716 13.198621 1998-10-07   53961
## 2280 12.4494716  7.158447 1993-06-08   53961
## 2281 12.4494716  6.354238 2000-05-09   53961
## 2282 12.4494716  9.748179 1990-07-09   53961
## 2283 12.4494716 14.046267 1989-10-09   53961
## 2284 12.4494716  6.830575 1995-04-10   53961
## 2285 12.4494716 13.204309 1997-09-10   53961
## 2286 12.4494716  7.227900 2005-03-11   53961
## 2287 12.4494716  8.733054 1988-07-12   53961
## 2288 12.4494716 13.728514 2010-10-12   53961
## 2289 12.4494716 11.648346 1988-12-12   53961
## 2290 12.4494716  9.454556 1989-07-13   53961
## 2291 12.4494716  7.275848 1994-02-14   53961
## 2292 12.4494716  6.910135 1994-06-14   53961
## 2293 12.4494716  8.411121 1988-02-15   53961
## 2294 12.4494716  6.802134 2002-05-15   53961
## 2295 12.4494716  6.518106 2012-05-15   53961
## 2296 12.4494716 14.225570 1990-10-15   53961
## 2297 12.4494716  6.511985 1989-04-17   53961
## 2298 12.4494716  6.488810 1992-03-18   53961
## 2299 12.4494716  6.586327 1991-06-18   53961
## 2300 12.4494716 13.114750 2002-09-18   53961
## 2301 12.4494716 12.802490 1994-09-19   53961
## 2302 12.4494716  8.265212 2007-03-20   53961
## 2303 12.4494716  5.734452 1997-04-21   53961
## 2304 12.4494716  6.660290 1998-04-21   53961
## 2305 12.4494716 13.465000 2005-09-21   53961
## 2306 12.4494716 13.795101 2008-10-22   53961
## 2307 12.4494716  6.907066 2014-04-23   53961
## 2308 12.4494716  6.856315 2008-05-23   53961
## 2309 12.4494716 12.601373 1993-09-23   53961
## 2310 12.4494716  6.643067 1999-03-24   53961
## 2311 12.4494716  4.648360 1996-04-24   53961
## 2312 12.4494716 13.315213 1996-10-24   53961
## 2313 12.4494716 13.112675 2001-09-26   53961
## 2314 12.4494716 13.389947 2007-09-26   53961
## 2315 12.4494716  9.775043 1991-01-28   53961
## 2316 12.4494716  5.521827 2009-04-29   53961
## 2317 12.4494716  5.023943 2010-04-29   53961
## 2318 12.4494716 13.908143 2014-09-30   53961
## 2319 12.4494716 12.964718 2012-10-30   53961
#Anglian
    ##By Site -ACHE
    SITE_IDs = unique(anglaindataMOA$SITE_ID)
    anglaindataMOA_pest_rich_plots = list()
    
    for(SITE_ID_ in SITE_IDs) {
      
      anglaindataMOA_pest_rich_plots[[SITE_ID_]] = ggplot(anglaindataMOA %>% filter(SITE_ID == SITE_ID_), aes(x=AChE, y=distinctfamilies)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)") + geom_smooth(method = "lm", se = FALSE) + theme_bw() + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') 
      
      print(anglaindataMOA_pest_rich_plots[[SITE_ID_]])
      #ggsave(anglaindataMOA_pest_rich_plots[[SITE_ID_]], file=paste0("plot_", SITE_ID_," AChE Angalian.png"), dpi=300)
    }
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 54 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 54 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 52 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 52 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 94 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 94 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 54 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 54 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 54 rows containing non-finite values (`stat_smooth()`).
## Removed 54 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 55 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 55 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 63 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 63 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 58 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 58 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 67 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 67 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 58 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 58 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 50 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 50 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 46 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 46 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 83 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 83 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 53 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 53 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 41 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 41 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 107 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 107 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 64 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 64 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 65 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 65 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 52 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 52 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 59 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 59 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 67 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 67 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 49 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 49 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 63 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 63 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 65 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 65 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 65 rows containing non-finite values (`stat_smooth()`).
## Removed 65 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 59 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 59 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 56 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 56 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 51 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 51 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 64 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 64 rows containing missing values (`geom_point()`).

## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 63 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 63 rows containing missing values (`geom_point()`).

        ##By Site -GABA
    SITE_IDs = unique(anglaindataMOA$SITE_ID)
    anglaindataMOA_pest_rich_plots = list()
    
    for(SITE_ID_ in SITE_IDs) {
      
      anglaindataMOA_pest_rich_plots[[SITE_ID_]] = ggplot(anglaindataMOA %>% filter(SITE_ID == SITE_ID_), aes(x=GABA_receptor, y=distinctfamilies)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)")  + theme_bw() + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') 
      print(anglaindataMOA_pest_rich_plots[[SITE_ID_]])
      #ggsave(anglaindataMOA_pest_rich_plots[[SITE_ID_]], file=paste0("plot_", SITE_ID_," GABA Angalian.png"), dpi=300)
    }
## Warning: Removed 58 rows containing missing values (`geom_point()`).

## Warning: Removed 56 rows containing missing values (`geom_point()`).

## Warning: Removed 94 rows containing missing values (`geom_point()`).

## Warning: Removed 54 rows containing missing values (`geom_point()`).

## Warning: Removed 54 rows containing missing values (`geom_point()`).

## Warning: Removed 55 rows containing missing values (`geom_point()`).

## Warning: Removed 63 rows containing missing values (`geom_point()`).

## Warning: Removed 32 rows containing missing values (`geom_point()`).

## Warning: Removed 67 rows containing missing values (`geom_point()`).

## Warning: Removed 58 rows containing missing values (`geom_point()`).

## Warning: Removed 41 rows containing missing values (`geom_point()`).

## Warning: Removed 30 rows containing missing values (`geom_point()`).

## Warning: Removed 83 rows containing missing values (`geom_point()`).

## Warning: Removed 53 rows containing missing values (`geom_point()`).

## Warning: Removed 41 rows containing missing values (`geom_point()`).

## Warning: Removed 107 rows containing missing values (`geom_point()`).

## Warning: Removed 64 rows containing missing values (`geom_point()`).

## Warning: Removed 65 rows containing missing values (`geom_point()`).

## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 59 rows containing missing values (`geom_point()`).

## Warning: Removed 67 rows containing missing values (`geom_point()`).

## Warning: Removed 30 rows containing missing values (`geom_point()`).

## Warning: Removed 63 rows containing missing values (`geom_point()`).

## Warning: Removed 65 rows containing missing values (`geom_point()`).

## Warning: Removed 65 rows containing missing values (`geom_point()`).

## Warning: Removed 59 rows containing missing values (`geom_point()`).

## Warning: Removed 56 rows containing missing values (`geom_point()`).

## Warning: Removed 51 rows containing missing values (`geom_point()`).

## Warning: Removed 38 rows containing missing values (`geom_point()`).

## Warning: Removed 63 rows containing missing values (`geom_point()`).

#Midland

##By Site - ACHE
SITE_IDs = unique(midlandsdataMOA$SITE_ID)
midlandsdataMOA_pest_rich_plots = list()

for(SITE_ID_ in SITE_IDs) {
  
  midlandsdataMOA_pest_rich_plots[[SITE_ID_]] = ggplot(midlandsdataMOA %>% filter(SITE_ID == SITE_ID_), aes(x=AChE, y=distinct_families)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)")  + theme_bw() + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') 
  
  print(midlandsdataMOA_pest_rich_plots[[SITE_ID_]])
  ggsave(midlandsdataMOA_pest_rich_plots[[SITE_ID_]], file=paste0("plot_", SITE_ID_," AChE Midland.png"), dpi=300)
}
## Warning: Removed 68 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 68 rows containing missing values (`geom_point()`).

## Warning: Removed 107 rows containing missing values (`geom_point()`).
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## Warning: Removed 107 rows containing missing values (`geom_point()`).

## Warning: Removed 83 rows containing missing values (`geom_point()`).
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## Warning: Removed 83 rows containing missing values (`geom_point()`).

## Warning: Removed 36 rows containing missing values (`geom_point()`).
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## Warning: Removed 36 rows containing missing values (`geom_point()`).

## Warning: Removed 45 rows containing missing values (`geom_point()`).
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## Warning: Removed 45 rows containing missing values (`geom_point()`).

## Warning: Removed 70 rows containing missing values (`geom_point()`).
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## Warning: Removed 70 rows containing missing values (`geom_point()`).

## Warning: Removed 52 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 47 rows containing missing values (`geom_point()`).
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## Warning: Removed 47 rows containing missing values (`geom_point()`).

## Warning: Removed 49 rows containing missing values (`geom_point()`).
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## Warning: Removed 49 rows containing missing values (`geom_point()`).

## Warning: Removed 59 rows containing missing values (`geom_point()`).
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## Warning: Removed 59 rows containing missing values (`geom_point()`).

## Warning: Removed 49 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 49 rows containing missing values (`geom_point()`).

## Warning: Removed 57 rows containing missing values (`geom_point()`).
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## Warning: Removed 57 rows containing missing values (`geom_point()`).

## Warning: Removed 51 rows containing missing values (`geom_point()`).
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## Warning: Removed 51 rows containing missing values (`geom_point()`).

## Warning: Removed 55 rows containing missing values (`geom_point()`).
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## Warning: Removed 55 rows containing missing values (`geom_point()`).

## Warning: Removed 70 rows containing missing values (`geom_point()`).
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## Warning: Removed 70 rows containing missing values (`geom_point()`).

## Warning: Removed 69 rows containing missing values (`geom_point()`).
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## Warning: Removed 69 rows containing missing values (`geom_point()`).

## Warning: Removed 36 rows containing missing values (`geom_point()`).
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## Warning: Removed 36 rows containing missing values (`geom_point()`).

## Warning: Removed 57 rows containing missing values (`geom_point()`).
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## Warning: Removed 57 rows containing missing values (`geom_point()`).

## Warning: Removed 67 rows containing missing values (`geom_point()`).
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## Warning: Removed 67 rows containing missing values (`geom_point()`).

## Warning: Removed 46 rows containing missing values (`geom_point()`).
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## Warning: Removed 46 rows containing missing values (`geom_point()`).

## Warning: Removed 48 rows containing missing values (`geom_point()`).
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## Warning: Removed 48 rows containing missing values (`geom_point()`).

## Warning: Removed 63 rows containing missing values (`geom_point()`).
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## Warning: Removed 63 rows containing missing values (`geom_point()`).

## Warning: Removed 63 rows containing missing values (`geom_point()`).
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## Warning: Removed 63 rows containing missing values (`geom_point()`).

## Warning: Removed 47 rows containing missing values (`geom_point()`).
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## Warning: Removed 47 rows containing missing values (`geom_point()`).

## Warning: Removed 51 rows containing missing values (`geom_point()`).
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## Warning: Removed 51 rows containing missing values (`geom_point()`).

## Warning: Removed 72 rows containing missing values (`geom_point()`).
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## Warning: Removed 72 rows containing missing values (`geom_point()`).

## Warning: Removed 52 rows containing missing values (`geom_point()`).
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## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 41 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 41 rows containing missing values (`geom_point()`).

## Warning: Removed 58 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 58 rows containing missing values (`geom_point()`).

## Warning: Removed 52 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 54 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 54 rows containing missing values (`geom_point()`).

## Warning: Removed 59 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 59 rows containing missing values (`geom_point()`).

## Warning: Removed 58 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 58 rows containing missing values (`geom_point()`).

## Warning: Removed 48 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 48 rows containing missing values (`geom_point()`).

## Warning: Removed 24 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 24 rows containing missing values (`geom_point()`).

## Warning: Removed 65 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 65 rows containing missing values (`geom_point()`).

## Warning: Removed 51 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 51 rows containing missing values (`geom_point()`).

##By Site - GABA
SITE_IDs = unique(midlandsdataMOA$SITE_ID)
midlandsdataMOA_pest_rich_plots = list()

for(SITE_ID_ in SITE_IDs) {
  
  midlandsdataMOA_pest_rich_plots[[SITE_ID_]] = ggplot(midlandsdataMOA %>% filter(SITE_ID == SITE_ID_), aes(x=GABA_receptor, y=distinct_families)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)") + theme_bw() + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') 
  
  print(midlandsdataMOA_pest_rich_plots[[SITE_ID_]])
  ggsave(midlandsdataMOA_pest_rich_plots[[SITE_ID_]], file=paste0("plot_", SITE_ID_," GABA Midland.png"), dpi=300)
}
## Warning: Removed 52 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 106 rows containing missing values (`geom_point()`).
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## Warning: Removed 106 rows containing missing values (`geom_point()`).

## Warning: Removed 59 rows containing missing values (`geom_point()`).
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## Warning: Removed 59 rows containing missing values (`geom_point()`).

## Warning: Removed 51 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 51 rows containing missing values (`geom_point()`).

## Warning: Removed 46 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 46 rows containing missing values (`geom_point()`).

## Warning: Removed 70 rows containing missing values (`geom_point()`).
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## Warning: Removed 70 rows containing missing values (`geom_point()`).

## Warning: Removed 52 rows containing missing values (`geom_point()`).
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## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 53 rows containing missing values (`geom_point()`).
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## Warning: Removed 53 rows containing missing values (`geom_point()`).

## Warning: Removed 51 rows containing missing values (`geom_point()`).
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## Warning: Removed 51 rows containing missing values (`geom_point()`).

## Warning: Removed 57 rows containing missing values (`geom_point()`).
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## Warning: Removed 57 rows containing missing values (`geom_point()`).

## Warning: Removed 49 rows containing missing values (`geom_point()`).
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## Warning: Removed 49 rows containing missing values (`geom_point()`).

## Warning: Removed 56 rows containing missing values (`geom_point()`).
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## Warning: Removed 56 rows containing missing values (`geom_point()`).

## Warning: Removed 51 rows containing missing values (`geom_point()`).
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## Warning: Removed 51 rows containing missing values (`geom_point()`).

## Warning: Removed 55 rows containing missing values (`geom_point()`).
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## Warning: Removed 55 rows containing missing values (`geom_point()`).

## Warning: Removed 69 rows containing missing values (`geom_point()`).
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## Warning: Removed 69 rows containing missing values (`geom_point()`).

## Warning: Removed 68 rows containing missing values (`geom_point()`).
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## Warning: Removed 68 rows containing missing values (`geom_point()`).

## Warning: Removed 53 rows containing missing values (`geom_point()`).
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## Warning: Removed 53 rows containing missing values (`geom_point()`).

## Warning: Removed 58 rows containing missing values (`geom_point()`).
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## Warning: Removed 58 rows containing missing values (`geom_point()`).

## Warning: Removed 82 rows containing missing values (`geom_point()`).
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## Warning: Removed 82 rows containing missing values (`geom_point()`).

## Warning: Removed 52 rows containing missing values (`geom_point()`).
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## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 48 rows containing missing values (`geom_point()`).
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## Warning: Removed 48 rows containing missing values (`geom_point()`).

## Warning: Removed 69 rows containing missing values (`geom_point()`).
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## Warning: Removed 69 rows containing missing values (`geom_point()`).

## Warning: Removed 65 rows containing missing values (`geom_point()`).
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## Warning: Removed 65 rows containing missing values (`geom_point()`).

## Warning: Removed 53 rows containing missing values (`geom_point()`).
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## Warning: Removed 53 rows containing missing values (`geom_point()`).

## Warning: Removed 55 rows containing missing values (`geom_point()`).
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## Warning: Removed 55 rows containing missing values (`geom_point()`).

## Warning: Removed 75 rows containing missing values (`geom_point()`).
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## Warning: Removed 75 rows containing missing values (`geom_point()`).

## Warning: Removed 52 rows containing missing values (`geom_point()`).
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## Warning: Removed 52 rows containing missing values (`geom_point()`).

## Warning: Removed 56 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 56 rows containing missing values (`geom_point()`).

## Warning: Removed 76 rows containing missing values (`geom_point()`).
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## Warning: Removed 76 rows containing missing values (`geom_point()`).

## Warning: Removed 53 rows containing missing values (`geom_point()`).
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## Warning: Removed 53 rows containing missing values (`geom_point()`).

## Warning: Removed 54 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 54 rows containing missing values (`geom_point()`).

## Warning: Removed 59 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 59 rows containing missing values (`geom_point()`).

## Warning: Removed 57 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 57 rows containing missing values (`geom_point()`).

## Warning: Removed 48 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 48 rows containing missing values (`geom_point()`).

## Warning: Removed 7 rows containing missing values (`geom_point()`).
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## Warning: Removed 7 rows containing missing values (`geom_point()`).

## Warning: Removed 31 rows containing missing values (`geom_point()`).
## Saving 7 x 5 in image
## Warning: Removed 31 rows containing missing values (`geom_point()`).

## Warning: Removed 50 rows containing missing values (`geom_point()`).
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## Warning: Removed 50 rows containing missing values (`geom_point()`).

#FINAL PLOTS
      #ANGLIAN
      ACHE_ANG<- ggplot(anglaindataMOA, aes(x=AChE, y=distinctfamilies)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)") + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') + facet_wrap(~SITE_ID)
      ggsave(ACHE_ANG, file=("plot_Anglia_ACHE.png"), height = 20, width = 12, dpi=300)
## Warning: Removed 1831 rows containing missing values (`geom_point()`).
      GABA_ANG<- ggplot(anglaindataMOA, aes(x=GABA_receptor, y=distinctfamilies)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)") + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') + facet_wrap(~SITE_ID)
      ggsave(GABA_ANG, file=("plot_Anglia_GABA.png"), height = 20, width = 12, dpi=300)
## Warning: Removed 1743 rows containing missing values (`geom_point()`).
      #MIDLANDS
       ACHE_Midland<- ggplot(midlandsdataMOA, aes(x=AChE, y=distinct_families)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)") + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') + facet_wrap(~SITE_ID)
      ggsave(ACHE_Midland, file=("plot_Midland_ACHE.png"), height = 20, width = 12, dpi=300)
## Warning: Removed 2079 rows containing missing values (`geom_point()`).
      GABA_Midland<- ggplot(midlandsdataMOA, aes(x=GABA_receptor, y=distinct_families)) + geom_point() + theme(axis.text.x = element_text(angle = 90)) + ylab("Family richness") + xlab("Concentration (µg/l)") + theme(plot.title = element_text(size = 32, face = "bold", hjust=0.5), axis.title.x = element_text(size = 18, face = "bold"), axis.title.y = element_text(size = 18, face = "bold")) + scale_y_continuous(trans='log10') + scale_x_continuous(trans='log10') + facet_wrap(~SITE_ID)
      ggsave(GABA_Midland, file=("plot_Midland_GABA.png"), height = 20, width = 12, dpi=300)
## Warning: Removed 2098 rows containing missing values (`geom_point()`).